Lab / Experiments
Lab
Side experiments in machine learning and computer vision. Less polish, more proof of range. Both are open source.
Experiment 01
Open source
Insight-Presenter
AI presentation analyzer for classrooms. Students submit video through tokenized share links, no account needed. Three analysis streams run in parallel: Whisper word-level transcription, MediaPipe eye-contact and gesture scoring, and Gemini rubric grading. An agent then writes timestamped coaching notes and a draft grade for the teacher to review.
3 parallel AI streams, one synthesized verdict
Python · FastAPI · Gemini · MediaPipe · Whisper · Next.js · GitHub ↗
Experiment 02
Open source
Emotion Detector AI
A convolutional neural network for real-time facial emotion recognition, built end to end: preprocessing, training, evaluation, and a live Streamlit app reading the webcam.
85%+ accuracy at 20+ FPS, live
TensorFlow · Keras · OpenCV · Streamlit · GitHub ↗