Music Instrument Recognition
A tool to recognize a musical instrument from an audio file.
Projects
Some old, some new, many miscellaneous. Here are (most) of my projects:Fake Tweet Detection
A tool to classify fake tweets on twitter
MyTorch: Custom Deep Learning Library
A deep learning library built from scratch in Python and NumPy, implementing PyTorch’s core functionality for educational purposes.
Joint Image Recognition and Verification
Advanced deep learning architectures for simultaneous image recognition and verification with state-of-the-art accuracy.
COVID-19 AI Diagnosis Using Only Cough Recordings
A deep learning approach for COVID-19 pre-screening that detects asymptomatic patients through audio analysis.
Spoken Digit Recognition
A tool to recognize a spoken digit from an audio file
Movie Recommendation System
A movie recommendation API
OCR
Optical Character Recognition
Lane Detection for Self-Driving Cars
A VGG-16-based CNN implementation for road segmentation
Utterance to Phoneme Mapping using Viterbi Training
An ASR model using pyramidal Bi-directional LSTM with CTC Loss for optimizing utterance-to-phoneme alignment.
EMG2QWERTY: Muscle Signal to Keyboard Interface
A neuromusculoskeletal interface that converts sEMG signals to keyboard inputs with industry-leading accuracy and real-time performance.
AI Interview Agent: Intelligent Automated Interviewing
A generative agentic AI system that conducts personalized job interviews