Neural network stock market prediction python jobs

I'm looking for a skilled developer to create a URL endpoint in Python that removes background from images. The objective is to utilize a free tool like rembg or similar, and host this service on a free platform such as Hugging Face. Here are the key details: - The endpoint will be integrated with my server. When an image URL is posted to this endpoint, it should process the image and return it without its background. Key Requirements: - The endpoint should be implemented in Python, as per my preference. - It should support the common image formats like JPEG, PNG, WEBP etc. I will be positing images from my PHP server to this endpoint. - I require specific requirements for API authentication. A secure authentication method should be implemented to ensure only authoriz...

I'm on the hunt for an experienced and creative branding expert to assist with the branding of my adults nutritional drinks business. The ideal candidate should expressly depict our brand's vision which aligns with a professional and informative tone. Your responsibilities will...Media Design: Creating attention-grabbing social media posts and content in keeping with our brand. Essentially, we require a well-rounded, skilled professional with proficiency in the following: - Branding - Graphic Design - Social Media Content Creation - Excellent understanding of target audience needs and aesthetics. Your job is to ensure our brand stands out among competitors in a saturated market, ensuring that our adult audience not only understands the information we provide but also f...

I am seeking a book agent specializing in non-fiction literature. Your responsibilities will include: - Finding publishers. - Pitching and representing my book to publishers. - Negotiate on behalf of myself and attain a great book...in non-fiction literature. Your responsibilities will include: - Finding publishers. - Pitching and representing my book to publishers. - Negotiate on behalf of myself and attain a great book deal. The ideal candidate for this role would have: - Significant experience representing non-fiction authors - Good connections with non-fiction publishers - A proven ability to successfully pitch and market books to publishers Take note, I am only seeking representation to publishers, no editing or career guidance is needed. Please ensure your proposal refl...

...if/else logic based on product categories/and other fields. Key requirements: - Utilize OData/SOAP API: Proficiency in working with SAP BYD API is essential. - Custom field handling: Ensure that the custom fields of the products are accurately uploaded. - Implementing Conditional Logic: You will need to design the system to upload products based on their category. The project can be based on Python, Node.JS or C# This project aims to: - Reduce the manual entry work: The primary goal of this automation is to minimize manual intervention in the product upload process, thereby saving time and increasing efficiency. Ideal skills for this project include: - Strong understanding of SAP Business ByDesign - Experience with OData/SOAP APIs - Proficiency with custom field handling - ...

I'm looking for a skilled developer to create a Python scraper/parser to gather information about upcoming events. The scraper should find events on 10 websites. 3 of them definitely use WooCommerce as a backend. For 6 I am not sure and 1 definitely has a custom solution. None of the website uses Captchas. Information to be scraped includes: - company - title - date - duration - price - city - ID - URL - presence / online / hybrid - status (places available/booked out) - remaining spots - maximum spots and a few other things that I will explain. An important functionality will be to detect the remaining spots by adding participants to the shopping cart and trying how many can be added. The scraper should output relevant logging information. It should be restartable. (Random...

...background in data analysis to bring new insights from the experimental data sets I will provide. Key tasks involved: - Analysis of existing experimental data related to social psychology. - Extracting meaningful insights and patterns from the data. - Presenting findings in a clear, concise, and actionable format. The ideal freelancer will have: - Proven experience in social psychology and market research - Proficient in using data analysis tools - Excellent analytical and problem-solving skills.' I am completing my honours thesis in psychology. My study is looking at mindfulness-based art therapy, including a 2-hour intervention where there will be one group of participants. Participants will be tested 3 times, time 1 being a baseline, time 2 being pre-measure ...

I'm seeking a skilled developer with proficiency in a varied set of languages, including HTML, CSS, C++, Python, C, Java, and JavaScript. The primary goal of this project is to create a desktop application with a focus on web development. Key Requirements: - Proficiency in HTML, CSS, C++, Python, C, Java, and JavaScript - Strong understanding and experience in developing desktop applications - Ability to implement web development principles into a desktop application Your main tasks will include: - Designing and developing a desktop application - Implementing elements of web development into the application, focusing on HTML, CSS, and JavaScript - Ensuring the application is efficient and functional across different platforms Ideal candidates for this project will hav...

I am in need of a network-savvy professional to help me configure a Unifi Dream Machine Pro to enable it to do a passthrough of an IP address to another router (Edgerouter). Skills and Experience: - In-depth knowledge of networking principles. - Proven expertise in Ubiqity products like Dream Machine and Edgerouter - Strong troubleshooting capabilities.

Hi Freelancer, So we are a company based in Tunisia we have a website an old website called : he is on wordpress and basically our old website contain too much error because after 7 years working to add product one by one we made several error on SEO, Texte descriptions and tag ! We wanted to make a python script to add product or to correct the old web site but ! We found too much problems on recognizing the right structure of the website. So we decided to work on a new made website on wordpress and elementor and basically make another new website ! But for this time we want to make it correctly without any error ! SEO must be perfect ! Let me explain you what our website do ! So we are a repair company specialized on repair Smartphone, Tablette, Video Games

I'm in need of a skilled developer to help me design and build a golf classifieds website. Here's...promotion. - Social Media Integration: The site should be connected to social media platforms for easy sharing and wider reach. -Shop for our merchandise >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> Ideal candidates should have experience in building classifieds websites, particularly those involving user registration, ad listings, and payment gateways. Knowledge of golf and its specific market is a plus. Please share relevant portfolio pieces and explain your approach to incorporating these features. >>>>>>>&...

...generate quality leads and attract potential buyers for residential properties. The main objective of this campaign is to find buyers for listed properties, focusing on the residential market. Key Requirements: - I am looking for a professional with proven experience in the real estate industry, specifically in generating leads for residential properties. - Your primary focus will be on using digital marketing channels to attract and engage potential buyers. These channels include but are not limited to social media, email marketing, and search engines. - Your strategies should be tailored to the residential market, engaging with potential buyers effectively and steering them towards purchasing properties. - The ultimate goal is to increase sales and revenue by successful...

I'm seeking a designer to create contemporary chic styles for my scarf business that specifically targets women. Key requirements: - Ability to design bold patterns, floral prints, and geometric designs. Expert-level proficiency in these styles is desired, but not mandatory. - Knowledge of the scarf market and understanding of the tastes and preferences of our target demographic, women, is crucial. - Previous work in fashion design, specifically scarves, or the women's accessories market will be a plus. This role requires creativity, fashion sense, and a keen eye for detail. If your past work aligns with our brand aesthetics, we'd love to hear from you.

Calculator: The calculator should be written in PHP and be compatible with Bootstrap for customers (for our bootstrap website). It should fetch the current Kitco market values and cache them as needed, possibly using a crontab. The output price is always for Fine Gold, 999. The customer should be able to select karat numbers such as 8K (333), 9K (375), 14K (585), 18K (750), 21.5K, 22K, etc., to display the current market price according to the karat numbers. It should display as follows: Estimated Value: [current market value] Maximum Pawn Amount: 50% of the market value It's important that no other API is used, but rather prices are fetched from kitco.com. Additionally, at the beginning, customers should be able to select Gold, Silver, or Platinum. Th...

My project is looking for a skilled Full Stack Developer with expertise in Python FastAPI. The key aspects of this project include: - **User Authentication**: I need the developer to implement secure user authentication for my web application. - **Database Integration**: This project requires integrating the web application backend with MySQL. - **REST API Endpoints**: The FastAPI should be set up to include all necessary REST API endpoints for smooth operation. Ideal skills for this project include: - Proficiency in Python and FastAPI - Strong understanding of web application backend development - Experience with MySQL and database integration - Knowledge of REST API development - Expertise in implementing secure user authentication in web applications. If you're co...

...talented writer to create engaging blog posts related to market research and paid surveys. - Topics: The blog posts will be centered around market research and paid surveys, with a focus on providing informative and engaging content that appeals to a general consumer audience, stay-at-home parents, and college students. - Audience: The target audience for these blog posts are general consumers, stay-at-home parents, and college students. - Content: The blog posts should be well-researched, informative, and engaging. They should aim to inform the audience about the importance of market research and how paid surveys can benefit them. - Research: The ideal writer for this project should have experience in or a keen interest in market research, consumer beh...

I am seeking a professional service provider to assist in a pre-employment vetting process. The primary focus ...service provider to assist in a pre-employment vetting process. The primary focus of this project will be to conduct employment history verification for potential candidates in Al Marj, Libya. Key Responsibilities: - Verify job titles and employment dates of the candidates. Ideal Skills and Experience: - Experience with conducting employment verification. - Strong understanding of the Al Marj job market and employment practices. - Attention to detail and ability to cross-reference information. - Excellent communication skills to potentially liaise with previous employers. - Knowledge of local regulations and laws related to employment verification in Libya would be an ...

I'm looking for a skilled Python developer to assist me with a few tasks. Please bid i will share task in chat

I'm looking for a Business Development Manager to drive our sales in the Mining & Metals sector. The primary goal of the role is to increase our sales nationally. Key Responsibilities: - Develop and implement strategic plans to boost sales - Research and pursue new business opportunities - Establish and maintain relationships with clients - Analyze market trends and adapt strategies accordingly The ideal candidate should have: - Proven experience in sales and business development - A strong understanding of the Mining & Metals industry - Excellent communication and negotiation skills - The ability to work independently and as part of a team - A track record of meeting and exceeding sales targets in a B2B environment If you have a passion for driving revenue growth a...

I'm looking for a Python developer with experience in deep learning and specifically TensorFlow for a denoising project. Key Details: - The project involves implementing a denoising code using the noise2void method. - The noisy images are in PNG format. - The denoising code should be developed using Python and integrated with TensorFlow. Ideal Candidate: - Proficient in Python and deep learning with a focus on TensorFlow. - Experience in denoising algorithms is a plus. - Familiarity with image processing in Python.

12 months ago I launched a token and after a moderate presale it failed when it went to market and is dead now. Seeing that the coin is dead I wish to unlock my liquidity which is still locked until a few days time with pinklock but I don't know how to access it. I will give all details before hiring so you can check and confirm the amount and will hire winner to help me retrieve the liquidity.

We are in need of a highly skilled and experienced Python Developer who specializes in Large Language Models (LLM) and Retrieval Augmented Generation (RAG) tasks. Key Tasks: -Your main responsibility will be to create a custom AI Chatbot by combining LLM (Large Language Model) with RAG (Retrieval-Augmented Generation) using custom data. General Requirements: - Demonstrable proficiency in Python and understanding of LLM and RAG is a generally necessary. - Familiarity with Chatbot modeling, data analysis, model building, web scraping, data extraction, and task automation will be regarded as additional advantages. This project provides an excellent opportunity for individuals deeply interested in language models and augmented generation. Interested and qualified bidders are a...

I'm in need of a video maker who can utilize video stock footage to create engaging 5-12 minute videos on health and diet topics. The videos will focus on weight loss and healthy eating tips, catering to an adult and senior audience. Key responsibilities and requirements: - Create 5-12 minute videos using video stock footage on health and diet topics - Incorporate a mix of informative and inspirational content - Prior experience in creating similar content or demonstrating knowledge in health and diet field - Strong video editing skills to ensure the final product is engaging and informative - Able to cater the video content specifically to an adult and senior audience Ideal Skills: - Video editing - Content creation in health and diet fields - Understanding of adult ...

I'm looking for a marketing expert who can help me promote my music merchandise to affluent musicians and music aficionados in the United States. The strategy involves placing pop-up advertisements on high-traffic music websites that cater to a broad audience. Key Requirements: - **Market Research**: The freelancer will need to identify suitable websites that appeal to my target demographic (40+ years old) and are frequented by affluent music lovers. - **Ad Placement**: The primary task is to secure placements for pop-up ads on these identified websites. - **Maximize Visibility**: The freelancer should optimize the ad placements to ensure maximum visibility and engagement. Ideal Skills and Experience: - **Marketing**: A deep understanding of online marketing, especially in th...

I need a skilled affiliate marketer to boost sales for my Shopify store. We sell a range of home and kitchen essentials, car accessories, gadgets and electronics and fitness products appealing to both men and women. Ideal Candidate: - Expert in leveraging social media platforms. - Strong network of blogs and influencers. Your role is to leverage your network and skills to increase awareness and drive sales. Experienced in home and kitchen essentials, car accessories, gadgets and electronics and fitness niche will be a plus. Let's bring our mutual success to the next level.

...modern, and visually appealing - The design should be suitable for a property related business, but not too generic - The logo should include both the English and Arabic name of the website Skills and Experience: - Proven experience in logo design and branding - Knowledge of Arabic typography would be a plus - Creative and able to deliver unique and memorable designs - Understanding of the property market would be beneficial, but not essential I'm open to suggestions and would appreciate a portfolio of previous work when you bid on the project....

I am in need of a skilled Python developer to assist with compiling a Python project into an executable file for Windows. Key Responsibilities: - Compile a Python desktop application into an executable file that can be run on Windows. Ideal Skills and Experience: - Proficiency in Python programming. - Experience with compiling Python applications into executable files. - Knowledge of Windows development environments and tools. This is a straightforward task, but I require someone with experience in compiling Python programs for Windows, as I am keen on ensuring the final product is suitable for distribution and use on Windows operating systems.

I'm in need of a logo that will prima...will primarily serve as a strong identifier for my brand. It'll be used for marketing and advertising across various platforms like our website and social media. Key requirements: - The logo needs to be bold and vibrant. This style resonates with our target audience, which is primarily professionals. - It should be unique and easily recognizable to help establish a strong brand presence in the market. Ideal skills and experience: - Proven experience in creating logos for marketing and advertising purposes. - Strong understanding of color theory, typography, and design principles. - Ability to translate a brand's essence into a visual identity. - Experience in designing for professional audiences. The business name is Diamo...

I seek a professional who can develop an automated software that handles all my LinkedIn interactions. The primary goal of this software is to increase my LinkedIn connections and engagement. Key Features: - Automate connection requests and messages: The software should be able to send connection requests and messages to my network without manual intervention. - Run Linkedin message sequnces. - Schedule and publish posts: It should have a feature that enables me to schedule and publish posts on LinkedIn, helping me to maintain an active presence on the platform. Hosting: The software will need to be hosted on Amazon Web Services (AWS). The freelancer should be proficient in setting up the software on AWS, ensuring it runs smoothly and securely. Skills: - Proficient in automation...

I'm in need of a competent and reliable all-around manager to assist with various important tasks in my food and beverage import-export business. These tasks in...include, but are not limited to: - Finding and liaising with suppliers - Effectively managing logistics and shipping processes - Efficiently handling customs procedures and documentation Given the nature of the business, it is vital that the hired professional has specific experience with food and beverage industry, as well as a deep understanding of the Asia region's import-export regulations and market dynamics. A critical understanding of international trade, meticulous attention to detail, excellent negotiation skills, and capability to manage logistical operations for swift and efficient shipping are esse...

I require a market research agency or individual to conduct fieldwork for me in Malaysia, focusing on Kuala Lumpur, Penang, and Johor Bahru. The task involves collecting prices of some IT products from stores situated in these cities. The prices can be collected through store visit, calls, whatsapp, text message or emails. The scope of this project includes: - Researching product prices - Tracking and collating information Ideal skills for this job: - Proficiency in data collection and analysis - Ability to efficiently and effectively perform field research - Prior experience in market research, particularly within the electronics market, will be beneficial - The person/agency should be based in Malaysia. This role is perfect for a detail-oriented professional havin...

I'm in search of a ERP Application with with Quotation/Billing/Accounting/Purchase Management. Key Modules Required: - Quotation - Purchase - Project Management - Materials Management - Stock/Inventory - Billing - Accounts - Reports - Project Management - Cost Estimation - Procurement Specific Features for Project Management: - Task Management: The system should allow for easy task assignment and monitoring. - Resource Allocation: It should have a robust system for allocating and tracking resources. Specific Requirements for Cost Estimation: - Integrated Cost Database: The system should have a vast and well-organized cost database. - Calculation Formulas: It should accommodate complex estimation formulas. - Reporting and Analytics: The ability to generate detailed reports an...

...The site is unfortunately plagued by slow loading times. I need someone to pinpoint the reasons for this and implement fixes that will make the site run smoothly and efficiently. I need smooth - **Inventory Management Improvement**: On top of this, I'd like to enhance the current inventory management system. I need a system that is more intuitive, user-friendly and responsive to changes in stock. Ideally, you will have: - Strong experience with WooCommerce websites, and a proven track record of optimizing them for peak performance. - A comprehensive understanding of inventory management systems and how to improve them. - The ability to integrate third-party shipping providers seamlessly. If you're a problem solver who can make my website run like a well-oiled mac...

...If you have a proven track record in lead generation, client acquisition, and sales in the web development industry, we want to hear from you! Responsibilities: Develop and implement strategies to attract new clients for our web development services. Identify potential leads and convert them into clients. Build and maintain relationships with clients to ensure long-term partnerships. Conduct market research to identify new business opportunities. Create and deliver compelling presentations and proposals to prospective clients. Collaborate with our marketing team to optimize lead generation campaigns. Track and report on sales performance metrics. Requirements: Proven experience in business development, sales, or lead generation for web development or similar services. Strong u...

Hi, I have a small company project on this topic, and I only do this for personal project previously. Now I need to know more, so if anyone can tell me more on NGFW, how to prevent sniffing through network management, and how to see any potential breach on cloud/on premise through logs. Thank you for any application.

I'm in need of an experienced Shopify expert to assist with managing products, inventory, and media within my store. Key Responsibilities: - Efficiently managing product listings, ensuring accuracy, and timely updates - Organizing and optimizing inventory tracking for better stock management - Uploading and managing photos and videos of products in a visually appealing manner I have limited budget for this but I need someone who really knows Shopify in order to connect it to web services via soap API And I need all the products info to appear on the product page videos and photos

I'm in the market for a proficient typist to tackle a document typing job. Here are the key details: - **Type of Work**: The project involves typing up a document. Your typing accuracy and speed will be crucial. - **Document Volume**: The document consists of 10-50 pages. This is a manageable volume, but I require someone who can maintain focus and quality throughout. - **Source Format**: The format of the document is currently unknown as the user overlooked this detail. However, I expect it to be in a digital format to ease typing. Ideal candidates for this role should have: - **Meticulous Typing Skills**: You should be able to maintain a high level of accuracy while typing. - **Speed and Efficiency**: The ability to deliver within a reasonable time frame is non-negotiable....

...store, which will be hosting both physical and digital products appealing to a wide ranging target market of all ages. Here are more details about the project: - Shopify Setup: Initialization of the shop selling both physical and digitally available products. Your experience and knowledge with the platform will be highly prized, especially in terms of optimizing the design for a broad user base. - Branding: I currently don't have any established branding strategy, logos, color schemes, style guides, etc. The freelancer I will be working with should have strong design and branding skills to create a unique and unified look for my online store. Any experience or understanding of broad market trends is desirable, as the products will be for all age groups. A past por...

...successful social media campaigns - Strategic thinking in creating campaigns that drive website traffic - Ability to create engaging content - Proficiency in using analytics tools to track campaign success - Good communication skills and ability to have regular discussions about the strategy - Proven adaptability to market changes Please ensure you provide a clear budget and any relevant past work. I am looking for a professional who can hit the ground running, adapt to changes in the market, and deliver tangible results....

As ...nationwide. Please consider the following details: - Industry: Retail - Lead Collection Method: Cold Calling - Geographical Region: Nationwide Ideal candidates for this project would have: - Proven experience in lead generation, especially in the retail sector - Strong cold calling skills and a track record of successful lead generation via this method - A good understanding of the nationwide retail market to identify and acquire potential leads - Excellent communication skills, with the ability to engage effectively over the phone and build rapport - Organized and detail-oriented, able to maintain accurate records of leads and follow up accordingly If you feel confident in your ability to deliver results and meet the requirements of this project, I'd be delighted to d...

I am in need of an experienced video editor who is proficient in real estate video editing, color grading, and correction. The videos that need to be edited are all under a minute long and require a voice-over. Ideal skills and experience needed: - Proficient in real estate video editing - Skilled in color gradi...edited are all under a minute long and require a voice-over. Ideal skills and experience needed: - Proficient in real estate video editing - Skilled in color grading and correction - Ability to work on short videos (less than 1 minute) - Experience in adding voice-over to videos It's crucial that the final product meets high-quality standards, considering the competitive nature of the real estate market. Please share your previous work in real estate video editin...

I need a skilled business plan writer to create two separate business plans for me. One will focus on a cafe in Kuwait, while the other will be for a preschool in Egypt. For the cafe in Kuwait, the target market is diverse, including locals, tourists, and expatriates. I need the business plan to accurately reflect this wide range of potential customers. For the preschool in Egypt, I am looking for a comprehensive business plan that covers the following elements: - Market Analysis: A detailed overview of the market in Egypt, focusing on the preschool industry. - Financial Projections: Accurate and well-researched financial projections for the preschool, highlighting potential costs, revenue streams, and profit margins. - Curriculum Overview: A detailed description of ...

I'm looking for a skilled developer who can create a program that will fac...include: - Using Gmail as the email service provider. - The emails will be sent to multiple recipients with the same content. - The frequency of sending emails is irregular. The main responsibilities of the program are: - Extracting email addresses and any other necessary information from the spreadsheet. - Attaching a PDF to each email. - Sending out the emails. Ideal skills: - Proficiency in Python or similar programming language. - Experience in working with Gmail API. - Proven track record in developing email automation tools. Please note that while personalization is not currently required, the program should be built in a way that adding personalization features in the future would be a straig...

I need a python programme to download historical prices on daily basis of a list of stocks from the BSE India (Bombay Stock Exchange) website. Data should be stored in csv or excel file. Retrieve data accurately and efficiently.

...Crafting compelling pitch materials that showcase our unique value proposition, market potential, and competitive edge. - Strategizing and advising on negotiation terms to secure funding while maintaining our business's core values and objectives. Ideal candidates will have: - A deep understanding of the automotive and technology industries. - Experience in investor relations and securing funding from strategic investors. - Strong networking skills with access to a broad range of potential strategic partners. - Excellent communication and negotiation abilities to articulate our vision and negotiate favorable terms. Together, we aim to forge partnerships that drive innovation, customer satisfaction, and market expansion, ensuring our digital car dealership remains a...

I'm looking for a skilled software developer with proficiency in Java, Python, and C# to create a mobile application. The main goal of this project is to design and develop a mobile application with a seamless user interface and user-friendly experience. Key functionalities that the application should have include: - Efficient product catalog and search system to allow users to easily find and browse through available products - Intuitive user registration and login features to ensure a personalized experience for users The ideal candidate for this project should have a proven track record of developing mobile applications, with a strong understanding of Java, Python, and C#. Experience in e-commerce development and a keen eye for user experience design would be highl...

...can be found here: It's easy to install in Windows, Linux, or macOS. I also have it installed on one of my machines, but my internet connection is currently limited with my cell phone hotspot, so I am willing to pay you to allow your machine to stay online and run as a peer. I want to contribute to the decentralized search network and also connect as a peer to your machine. This can be done in the background. You could continue using your computer for other tasks. Key Requirements: - Able to download the free software and install it on your machine - Keep your machine online (or most of the time) - You may have to configure your router or firewall to open port 8090. - Set up administration account with the password I

I require a US-based freelancer to test an Android app. Unfortunately, I missed out on specifying the functionalities, main purpose, and the UI requirements of the app. Your task will mainly involve thorough testing of the app, ensuring it functions as expected in a real-world scenario. Key skills: - Proficiency in Android app testing - Attention to detail - Ability to document issues and ...Key skills: - Proficiency in Android app testing - Attention to detail - Ability to document issues and feedback clearly - Good communication skills - Understanding of app functionality and UI The ideal candidate will be detail-oriented, communicative, and able to provide thorough feedback. Your location is a key requirement for this project, as the app's functionalities are tailored to the US...

...The hiring responsibilities and primary goals of this position are flexible and can be discussed further with the right candidate. Key responsibilities include: - Creating and implementing a business development plan - Identifying business opportunities and potential partnerships - Building and maintaining strong relationships with clients - Developing strategies to increase sales and expand market reach Ideal candidates for this role should have: - A strong background in business development - Excellent communication and negotiation skills - A proven ability to drive sales and revenue growth - A solid understanding of the sector my business operates in If you are an experienced Business Development Manager with the skills and drive to help grow my business, I would love to...

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As a budding entrepreneur, I'm looking for a talented market analyst who can conduct an in-depth study on the Almonds and dry fruit market, focusing on India and Thailand. Key Duties: - Size up the market trends and predict future patterns - Understand consumer behavior and preferences - Carry out a comprehensive competitor analysis Coverage should include: - Retail sector - Whole sale sector - Online sales sector Ideal candidate should be well-versed in market research and analysis, possess a good understanding of the retail, wholesale, and online sales sectors, and maintain a keen interest in food industry trends. Your insights will play a critical role in shaping a successful business strategy for my new venture.