Athul j R

I bridge the gap between experimental AI and production-ready business infrastructure. As an AI/ML Engineer, I don't just "write prompts"—I build durable, self-correcting AI systems designed for 99%+ reliability.
My Core Expertise:
Agentic Orchestration: Designing multi-step, autonomous workflows using LangGraph and CrewAI that can think, act, and recover from errors.
Production RAG: Implementing advanced retrieval pipelines with hybrid search, re-ranking, and DSPy optimization to eliminate hallucinations in enterprise data.
Efficiency & Fine-Tuning: Distilling complex GPT-4 tasks into fine-tuned SLMs (Llama 3, Mistral) to reduce API latency and costs by up to 70%.
Evaluation & MLOps: Building automated "LLM-as-a-judge" evaluation harnesses to ensure every model update improves performance.
I help companies move past the "chatbot" phase into fully integrated AI agents that drive measurable ROI. From initial architecture to deployment and monitoring, I provide the technical backbone for your GenAI strategy.