Projects
+ projects and counting...
SME AI Agent
Production-grade RAG system with 95%+ retrieval consistency using Elasticsearch and FAISS. Designed a FastAPI-based server with async pipelines achieving <800ms latency.
Legal Redline Sandbox
Advanced to the Top 90 teams globally in a GenAI hackathon. Spearheaded Google Cloud infrastructure (CloudSQL, Docker) and implemented an async notification system for real-time contract analysis.
Multilingual Language Model
Trained an 18.5M parameter transformer on 400M tokens. Implemented SentencePiece tokenizer and Fine-tuned Gemma-270M with LoRA. Built custom data pipelines for cleaning and segmentation.
Byte-Latent Transformer
Developed a novel BLT model in PyTorch matching character-level baselines but with a 91% reduction in sequence length. Analyzed performance trade-offs vs standard tokenization.
ALPR System
End-to-end ALPR pipeline using a custom 5-layer CNN (71.48% IoU) and EasyOCR. Optimized for real-time inference with TTA. Trained on a curated dataset of ~9,600 images.
E-Waste Management Analysis
Analyzed 15+ datasets on e-waste from emerging and developed economies using Python and statistical methods. Proposed scalable, data-driven waste reduction strategies.
Malware Detection AI
Engineered a machine learning-based malware classifier achieving over 90% detection accuracy. Utilized Wireshark and Docker to analyze network packets for malicious patterns.