Projects
AI projects built from model to product.
Selected work across real-time multi-modal analysis, computer vision, explainable NLP, plant disease detection, and sign-language recognition.
AI / Multi-Modal
AI Interview Coach
A real-time interview analysis platform that reads webcam and microphone signals, fuses model scores, and returns clear coaching feedback for speech, expression, and posture.
- 4 modelsspeech, face, posture, and fusion scoring
- 97.3%reported posture model accuracy
- Product UIFlask API with React workflow
- Python
- PyTorch
- MediaPipe
- OpenCV
- Librosa
- Flask
- ReactJS
Trained speech CNN+LSTM, facial-expression CNN, and posture models with reported accuracies of 93.4%, 75.5%, and 97.3%.
Computer Vision
AI Gym Rep Counter & Form Analyzer
A real-time fitness tracker that follows body pose, counts repetitions, detects form mistakes, and gives voice feedback while users train.
- 6 exercisesexercise-specific thresholds
- Live poseMediaPipe joint tracking
- 3D guideform reference with voice cues
- Python
- MediaPipe
- NumPy
- Three.js
- Web Speech API
Includes phone-as-camera mode, exercise-specific joint-angle thresholds, and a state-machine rep counter.
NLP / Explainable AI
Fake News Detector
An explainable text-classification app that predicts whether an article is fake or real and shows why the model made that decision.
- LIMElocal model explanations
- TF-IDFclassic NLP feature pipeline
- Analysisstyle and vocabulary signals
- Python
- Flask
- Streamlit
- scikit-learn
- NLTK
- LIME
- TF-IDF
Also includes model comparison and statistical writing-style analysis for sentence structure, vocabulary usage, and formality.
AI + Web App
Plant Disease Detection System
A CNN-based plant-leaf disease classifier packaged behind an inference API for fast image upload, preprocessing, prediction, and confidence scoring.
- CNNplant-leaf image classification
- APIbackend inference workflow
- Scoringconfidence output for predictions
- Python
- TensorFlow
- CNN
- Flask
- REST API
Final-Year Project
Mute Motion
A mobile sign-language-to-text system built to make communication easier between sign-language users and people who do not know sign language.
- Mobile appReact Native experience
- Vision AIgesture recognition direction
- Firebaseapp data and backend services
- React Native
- Firebase
- Computer Vision