Vetted Microsoft Azure Professionals

Kumar Manik

Screened

Intern AI Engineer specializing in LLMs, MLOps, and RAG systems

0y exp

“Built and shipped a production-grade RAG-powered news summarization and Q&A product, tackling real-world issues like retrieval drift, hallucinations, latency, and autoscaling deployment (Docker + FastAPI + Streamlit Cloud). Experienced in end-to-end ML/LLM workflow automation using Airflow, Kubeflow Pipelines, and MLflow, and has demonstrated business impact (40% inference precision improvement) through close collaboration with non-technical stakeholders at Evoastra Ventures.”

“Early-career sales candidate with recent nonprofit field sales experience at Key Precision Marketing in Philadelphia, selling causes like ASPCA through in-person outreach at retail locations. Stands out for a relationship-first sales style, quick growth in confidence and objection handling, and a disciplined focus on tracking stops, pitches, closes, and sales.”