2025·
Completed
Building Scalable Multi-Agent AI Systems
Engineered MLP, CNN, LSTM, and Transformer architectures in PyTorch achieving 94.3% accuracy on MNIST and 89.1% on IMDB. Built…
AILangGraphPyTorchRAG
Projects
Work & Research
2025·
Active Research
Cancer Omics Research
Computational biology research at IIT Bombay applying machine learning to genomic data to identify patterns in cancer omics…
MLBioinformaticsCancer Genomics
2025·
Completed
Market Regime Detection via Unsupervised Learning
Applied K-Means clustering and PCA dimensionality reduction to order book data, identifying 11 distinct market regimes. Achieved…
MLFinanceK-MeansPCA
2024·
Completed
Real-Time Object Detection & Facial Recognition
Deployed YOLOv8 for real-time multi-class object detection on live video streams. Implemented Siamese Neural Networks for one-shot…
Computer VisionYOLOv8PyTorchOpenCV
2024·
Completed
Gesture-Based Text Creation & Recognition
Built CNN in TensorFlow for handwritten MNIST digit recognition with 89%+ accuracy. Integrated MediaPipe hand-landmark detection…
Computer VisionTensorFlowMediaPipeOpenCV
2024·
Completed
Bulldozer Price Prediction: Time Series ML
Trained Random Forest Regressor on 400K+ record Kaggle dataset, achieving R² = 0.88. Reduced overfitting via RandomizedSearchCV…
MLTime SeriesRandom ForestKaggle
SwethankOS: 3D Retro Terminal Portfolio
An earlier portfolio reimagined as a fictional OS. Click a 3D laptop to boot into a CRT terminal desktop with draggable windows, a…
Three.jsReact Three FiberBlender3D
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