π Machine Learning Engineer | AI Developer | Problem Solver
I specialize in building end-to-end AI solutions, from research to deployment, integrating cutting-edge machine learning techniques, large-scale systems, and modern infrastructure practices.
- π» ML Engineering & AI Development β from research to production-grade deployments.
- πΌοΈ Computer Vision β advanced pipelines for detection, segmentation, inpainting, and image-to-image tasks.
- π¨ Generative AI β working with Stable Diffusion, FLUX, and fine-tuning models for custom tasks.
- π§ Graph AI β designing and training heterogeneous GNN models for structured & relational data.
- π€ Agents & RAG Systems β building intelligent assistants using LangChain, vector DBs, and MCP.
- βΈοΈ Deployment & MLOps β delivering services with FastAPI, Docker, CI/CD, monitoring (Grafana + Prometheus).
- βοΈ Cloud & Infrastructure β deploying scalable AI systems on GCP and containerized environments.
- π§ Linux & Dev Environments β strong command-line & system-level experience for AI workflows.
- π§ͺ Testing & Reliability β writing tests and ensuring robust pipelines for production.
- Built vision pipelines with inpainting, image-to-image, and generative models.
- Fine-tuned Stable Diffusion & FLUX for custom automation workflows.
- Developed intelligent chatbots & assistants leveraging RAG + LangChain + vector DBs.
- Deployed real-time monitoring systems for AI services with Grafana & Prometheus.
- Delivered heterogeneous GNN models for advanced graph learning.
- Created E2E MCP-based agents, integrating multiple servers seamlessly.
- Deployed AI services on GCP with scalable infrastructure.