About Me
I am an AI/ML Software Engineer who takes models from research to production. Computer vision, large language models, and retrieval systems, trained end to end and deployed live, backed by strong deep learning and full-stack foundations.
Some technologies I work with:
- Python
- PyTorch
- TensorFlow
- LLMs
- RAG systems
- LangChain
- Transformers
- Fine-tuning (LoRA)
- Computer Vision
- Model Deployment
- TypeScript
- React
- Next.js
- FastAPI
- Docker
- Hugging Face
- Git
Experience
Independent AI/ML Engineer
- Designed, trained, and deployed three production grade ML systems end to end, from dataset preparation to public inference APIs on Hugging Face Spaces.
- ThoraxNet: chest X-ray classifier (BioMedCLIP ViT-B/16) at mean AUC 0.8215 across 14 pathologies, with MC-Dropout uncertainty and auto-generated radiology reports.
- Devops-swarm: autonomous LangGraph agent that provisions a sandbox, writes code, runs tests, and iterates until a GitHub issue passes.
- ClinicaQuery-AI: RAG assistant returning per-claim citations and confidence scores, refusing to answer below a retrieval threshold.
Projects
ThoraxNet
Production grade medical AI framework using BioMedCLIP (ViT-B/16) for multi-label chest X-ray pathology detection, with Monte Carlo Dropout for uncertainty quantification.
DeepGuard-XAI
Deepfake detection platform built on a fine-tuned EfficientNet-B4, with GradCAM explainability that shows exactly where a video was manipulated, plus an InsightFace pipeline.
ClinicaQuery-AI
RAG assistant for querying clinical papers with strict source attribution and confidence scoring, built to tame medical hallucinations in language models.
Devops-swarm
Autonomous AI developer that spins up a secure cloud sandbox, writes code, runs tests, and relentlessly self-corrects until the GitHub issue is solved. Built with LangGraph.
Ask-My-Portfolio RAG
The retrieval engine running inside this site. A TF-IDF index over my profile with cosine ranking, running fully client-side with no server.
Live Lab
Four experiments: two deployed models answering over the network, a retrieval engine running in your browser, and visualizations written by hand.
Education
2020–24
Bachelor of Science in Software Engineering
Graduated with distinction, ranking among the top of the class with consistent academic excellence across the program.