I am a machine learning engineer and quant developer with experience 10+ years in building machine learning solutions/models for variety applications and in profitable trading strategy creation and trading automation.
I pride myself on being detail-oriented, analytical, fast-driven and teamwork.
If you are going to find machine/deep learning solutions for your application or make a profit by trading, I can help you 100% from start to finish.
I believe my expertise and skills make me a good fit for your company or personal goal.
- Statistical Analysis, Optimisation Algorithms on R/Matlab/Python
- Machine/Deep Learning Libraries - Scikit-learn/Tensorflow/Pytorch/Caffe...
- Trading Indicator/Strategy/Bot - PineScript/MQL4/MQL5/NinjaTrader/cTrader/ThinkScript/BrokerAPI
- Get Trading account and management - FTMO/MFF/TheFundedTrader…
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- Identified profitable trading opportunities and analysed their potential profit/risk and winning rate.
- Developed a deep learning model to predict asset price prediction and make a trading decision.
- Developed a reinforcement learning model to control take profit and stop loss of each trades.
- Developed a trading simulation system based on algorithmic trading strategies and optimised each parameters using heuristic algorithms.
Machine Learning Engineer
Feb 2012 - Nov 2015 (3 years, 9 months)
- Implemented statistical machine learning solutions and demand forecasting models to improve forecast accuracy.
- Optimised meta-heuristic algorithms for 10+ applications.
- Designed deep learning models to classify several human diseases including Alzheimer's disease, breast cancer etc.
- Researched Tensorflow LSTM/CNN networks for speech recognition, OpenCV object classification/detection/tracking algorithms and enhanced their performance.
Junior Software Developer
Transparity Ballard Chalmers
Jul 2008 - Dec 2011 (3 years, 5 months)
- Established a protocol to configure computer system and networks across finance and HR and 5+ departments.
- Developed a data dictionary generator that produces documentation for 200+ developers as spreadsheets and web pages.
Master's Degree in Computer Science
University of Nottingham, United Kingdom 2006 - 2008
Bachelor's Degree in Computer Science
University of Nottingham, United Kingdom 2002 - 2006