Software Engineer (AI/ML)

I am a Software Engineer specializing in AI/ML systems, with nearly two years of experience building production-grade agentic AI platforms, multi-tenant MCP servers, and enterprise RAG pipelines.

I currently work at Kapture CX, where I design FastAPI-based AI agent orchestration microservices for distributed enterprise workflows. My work emphasizes reliability, scalability, and low-latency execution in production environments.

I have hands-on experience with LangChain, LangGraph, Model Context Protocol (MCP), large language models, multi-agent orchestration, prompt engineering, and retrieval-augmented generation. I build stateful agent workflows with streaming responses, checkpointing, and serverless tool execution.

My machine learning background includes deep learning, NLP, computer vision, model fine-tuning, feature engineering, PyTorch, TensorFlow, Hugging Face Transformers, and Scikit-learn. I have also developed real-time computer vision solutions using YOLOv5, OpenCV, and TensorRT.

I am proficient in Python backend development and cloud-native infrastructure, including FastAPI, SQL, PostgreSQL, MongoDB, Redis, Celery, Kafka, Docker, GCP, OAuth2, JWT, and observability tools. I focus on delivering secure, fault-tolerant, measurable AI systems that improve retrieval quality, inference latency, and throughput.