Featured Projects
RAG document assistant combining FAISS vector search with a Neo4j Knowledge Graph for cross-document entity reasoning. Includes a custom eval framework tracking hallucination rate and retrieval precision.
Full LLaMA 3 architecture built in PyTorch from scratch — tokenization, RoPE, RMSNorm, multi-head attention, feedforward layers — verified against Meta's official weights. No HuggingFace abstractions.
Siamese Neural Network with ResNet backbone and spatial attention to distinguish genuine vs. forged signatures. End-to-end pipeline with contrastive loss training — built for fraud detection and identity verification.
Other Projects
LoRA + PEFT fine-tuning on HuggingFace models for optimized text generation.
Streamlit RAG chatbot for real-time IPO financial analysis using Pinecone vector DB.
BERT + Gemini-Pro pipeline for ATS compatibility scoring and resume recommendations.
Multi-model CV system for gastrointestinal disease detection using Detectron2 and MaskRCNN.
Django + ResNet50 web app for real-time object identification from uploaded images.
Blog content generator via speech recognition and Google GenAI with tone customization.
AI-driven document summarization tool for bloggers built with Gemini and Streamlit.
CNN, ANN, RBF architectures implemented from scratch to understand mathematical intuition.
ResNet18 fine-tuned on AWS SageMaker to classify 133 dog breeds with hyperparameter profiling.
Transfer learning model deployed on SageMaker achieving 83.16% furniture classification accuracy.
CNN classifier for cats vs dogs using Keras Sequential API achieving 98.7% accuracy.
Speech recognition assistant for music playback, Wikipedia lookups, and system tasks.