Venkata Praneeth Villuri
@venkatapraneethvillu
Applied AI/ML engineer building production-grade LLM systems and scalable analytics pipelines.
IndiaWhat I'm looking for
I am an Applied AI/ML engineer with 2.5+ years of experience building production-grade analytics and LLM-powered systems at SAP, focused on reliability, observability, and user-facing AI products.
I have delivered RAG and NL2SQL pipelines to production, led RCA and production fixes that reduced L3 incidents by 30%, and built ML pipelines processing 5K+ quarterly reviews with over 96% accuracy.
I specialize in Python, PyTorch, LangChain, FastAPI and full-stack development with React/TypeScript, and I hold an SAP Generative AI Developer Certification emphasizing prompt hardening and orchestration.
Experience
Work history, roles, and key accomplishments
Led RCA and delivered production fixes for data lineage and SQL issues affecting 30+ clients, cutting L3 incidents by 30% and built ML and LLM-powered analytics pipelines that improved complex query success from 60% to 95%.
Education
Degrees, certifications, and relevant coursework
Amrita School of Engineering
Bachelor of Technology, Computer Science
2019 - 2023
Grade: 8.87/10
Activities and societies: Published datasets and research on NLP and keyword extraction; participated in academic projects related to ML and NLP.
Bachelor of Technology in Computer Science completed with a CGPA of 8.87/10, focusing on computer science fundamentals and practical projects.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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