Sylvain Projects
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Squat Counter
Identified an opportunity and conducted market research through direct conversations with potential users to understand real-world requirements and pain points. Built a working prototype on Python and OpenCV that processes images in real-time, implementing machine learning algorithms for object detection and classification.
Python, OpenCV, TensorFlow/PyTorch, JavaScript, API
Life Calendar
A visual representation of my life journey, marking significant moments by week.
Functional website (but private) with a natural interface to add text and photo souvenirs.
Memories are categorized and highlighted when hovering on the name for a user friendly navigation.
React, Database, API
Natural Workout Log to Analysis
Built a fitness optimization prototype app that evaluates workout plans based on scientific principles, aiming to democratize evidence-based training. Designed a pipeline using a fine-tuned GPT model to transform raw workout logs into structured data, enabling personalized performance insights. Tested the concept with a Reddit fitness community, receiving positive feedback and engagement from 30 early users, validating interest and potential demand.
Python, OpenAI fine tuning, API
Hydroponic Culture of the Spiciest Chili Peppers
For heat lovers, I designed and built a home-based hydroponic Deep Water Culture (DWC) system to cultivate the spiciest chili pepper varieties—Carolina Reapers and Jalapeños. The setup included monitoring of key growing parameters: pH levels, nutrient concentration, temperature, lighting cycles, and oxygen supply.
Hydroponic, Environmental Monitoring, Data Collection & Analysis