Driver behaviour analytics using mobile phone sensors

₹150000-250000 INR

Closed

Posted

over 3 years ago

₹150000-250000 INR

Paid on delivery

We have a business based in Dubai in the scheduled luxury taxi transport services field. We're exploring a novel approach towards trip scheduling and AI model building to predict driver delays ,customer delays, driver behaviour and vehicle maintenance. We're looking for experienced engineers who have worked on driver behavior analytics using sensors available in mobile phones like accelerometer and gyroscope to help us solve the following problems: Harsh driving behaviour like harsh acceleration, braking and cornering Road conditions such as bumps, potholes, roughness etc Driver scoring mechanism based on his behaviour Techniques to clean the noisy sensor data to provide the above useful insights. Someone who can build a simple app for data collection and performance evaluation would be an ideal candidate apart from the experience with driver behaviour analytics. Please explain to us about your experience in handling sensor data and providing insights on the data as an engineer for us to connect and discuss the project further.

Mobile App Development

Project ID: 28305582

About the project

4 proposals

Remote project

Active 3 yrs ago

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4 freelancers are bidding on average ₹202,500 INR for this job

@ndutta25

A team of Data Scientists, Full Stack Developers & designers working together with industry professionals to solve professional problems and provide successful results. We are currently working with individuals, startups, and businesses under the situation of COVID-19. We have worked on projects involving Natural Language Processing and Text Analytics, and text summarization, Image Recognition, MySQL based Machine Learning, Emotion Recognition, Unstructured Data Analytics, ChatBot development, Customer Analytics using machine learning algorithms, ensemble learning methods and hyperparameter tuning as well as visualization. We use technologies such as Python, MEAN, JS, HTML, CSS, SQL, Firebase, AWS. GCP, Selenium and others as per requirement. We have developed products and services for Healthcare, Automobiles, FMCG & Food Tech, Education and Energy Industry.

₹200,000 INR in 30 days

4.8

(13 reviews)

3.6

@bittuboss601

Hello there, I can do this job. I am Data Scientist and Machine Learning expert. Along with that I am Computer Science engineer with specialization in Internet Of Things. I have played alot with sensors and different microcontrollers like esp8266,raspberry pi, arduino. I will create a model to collect and perform analysis based on sensors data. For this I will use Jupiter Notebook, Python 3, Flask & React. I will deliver the full fledged app which runs in background all the time and store data in a file. With that file the app provide rider's mood of the day based on per hour. Looking forward to work with you. Thanking You Regards, Purnendu Tiwari

₹160,000 INR in 10 days

0.0

(0 reviews)

3.1

@sstarcorp

Hi, We are a team of data science and ML/AI experts who excel across multiple areas with more than twenty five years of combined experience. We hold expertise in Python, Backend Architecture (micro-services, Kubernetes), Data Science, Machine Learning, NLP, Deep Learning (CNN, RNN/LSTM/GRU, Attention based architectures), Reinforcement Learning, Time Series Analysis, Data Visualisations, DevOps, Web scraping and Big Data including Hadoop, Spark, MongoDb, Elastic Search, Redis and NoSQL databases. We have worked with several MNCs in the domain of Travel, Telecom, Media, Oil & Gas, Messaging and other verticals. We have developed products driven by AI technology innovations with full-stack end-to-end design and development on Cloud (AWS + GCP) over terabytes of transactional and clickstream data. For details about our capability and projects we have completed you can check our profile. Looking forward to assist you. Warm Regards.

₹200,000 INR in 20 days

0.0

(0 reviews)

0.0

@tecogno

Hello, We at Tecogno are a team of passionate Data Science professionals having more than five years of combined experience in multiple areas including Backend, Frontend, Machine learning (ML) and Artificial Intelligence (AI). We have developed multiple projects for Computer vision such as Face Recognition, Object detection, Pose estimation, Object tracking, 3D body measurements, Face detection etc and also trained them well to attain high level of accuracy. We have a strong command over Python, OpenCv, Tensorflow, Bert, Albert, RingNet, BodyNet, MongoDB, WebRTC, Media servers, Twilio, Google API's etc. Thus we are capable of building a Driver behaviour analytics model. For further information please refer to our profile or visit our website. Thank you!

₹250,000 INR in 30 days