I’m B Ravi Sankar Reddy, a Machine Learning Engineer with over 6 years of experience.

Professional Experience

• Machine Learning Engineer, Intel (04/2021 – Present):
  • Designed & built an LLM Agent for RTL code generation & explanation using LangGraph framework.
  • Built code generation/explanation tools with Gradio, FastAPI, LangChain, GPT-4 on Azure OpenAI.
  • Implemented load balancing, mini RAG with BeautifulSoup, and fine-tuned StarCoder, Code Llama, Mistral 7B on 400K+ RTL files.
  • Led a Computer Vision hackathon with 500+ participants using Kubeflow. Mentored over 200+ employees on MLOps.
• Data Scientist, Intel (07/2019 – 04/2021):
  • Time series forecasting for warehouse shipments on various lanes & resource planning.
  • Evaluated Kubeflow, influenced its adoption as Intel’s ML platform since 2021.

Skills

• Languages: Python, Bash, C, SQL, NoSQL (MQL).
• Tools: Linux, Git, Jupyter, MLFlow, Docker, Kubernetes, Kubeflow, MongoDB, PostgreSQL, Elasticsearch, MinIO, Cloud Foundry, Jenkins, GitHub Actions, HashiCorp Vault.
• Frameworks: NumPy, Pandas, Scikit-learn, PyTorch, Hugging Face, Gradio, FastAPI, Seldon Core.
• Soft Skills: Delivered over 10+ talks on Python/ML, moderated over 20+ AI sessions.

Education

• M.Tech in Electrical Engineering from IIT Bombay (08/2016 – 06/2019).

Awards

• Two Division Recognition Award (DRA) at Intel.
• Scored 99.7 percentile in GATE 2016 (Rank 479/152,000 candidates)