🚀 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.
- 💻 ML Engineering & AI Development — from research to production-grade deployments.
- 🖼️ Computer Vision — advanced pipelines for detection, segmentation, inpainting, and image-to-image tasks.
- 🎨 Generative AI — working with Stable Diffusion, FLUX, and fine-tuning models for custom tasks.
- 🧠 Graph AI — designing and training heterogeneous GNN models for structured & relational data.
- 🤖 Agents & RAG Systems — building intelligent assistants using LangChain, vector DBs, and MCP.
- ☸️ Deployment & MLOps — delivering services with FastAPI, Docker, CI/CD, monitoring (Grafana + Prometheus).
- ☁️ Cloud & Infrastructure — deploying scalable AI systems on GCP and containerized environments.
- 🐧 Linux & Dev Environments — strong command-line & system-level experience for AI workflows.
- 🧪 Testing & Reliability — 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.