Sri Surya S. V.
Senior Data & AI Engineer | LLM Systems, RAG & Recommender Architect | AWS, Snowflake, Airflow, PyTorch, dbt
- Role
- Data Engineer (Via Collaborate Solutions, Inc) at Comerica Bank
- Location
- Detroit, MI, US
- LinkedIn followers
- 500 followers
About Sri Surya S. V.
Senior Data Engineer with 8 years building reliable data platforms across batch and…
Experience
Data Engineer (Via Collaborate Solutions, Inc)
Jun 2023 — Present · Detroit, MI, US
Designed and deployed AWS/Snowflake ELT pipelines cutting batch latency by 45% and scaling to millions of records daily. • Deployed containerized Airflow DAGs on ECS/Fargate with automated recovery achieving 99.9% uptime SLO. • Implemented dbt + PySpark validation frameworks improving downstream data accuracy by 25% and reducing incidents. • Engineered event-driven ingestion and metadata-enriched data layers enabling semantic analytics and AI feature reuse. • Built retrieval-ready embedding pipelines (Milvus / pgvector + BM25 fusion + rerankers) powering RAG and multi-agent LLM apps. • Integrated Langfuse observability to monitor latency and cost metrics while maintaining 99.9% service reliability.
Education
Western Michigan University
Master of Science - MS, Data Science
Jawaharlal Nehru Technological University
Bachelor of Technology, Electronics & Communication Engineering
2011 — 2015
Coursera
IBM Data Science Certificate, Data Processing
2020 — 2020
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