Ravitej S.

About Ravitej S.

I build platforms enabling organizations to scale. In the past year, I’ve been building with AI, building RAG with evaluations, prompt optimizations and setting up guardrails. I translate analyst, ML, and compliance requests into reusable patterns and stable services. Over 15+ years on AWS and Azure, I’ve worked on storage (data lakes/warehouses), orchestration (Airflow), batch (Spark/SQL), streaming (Kafka), query tuning, caching, and real‑time analytics stores. I\'ve also created Python SDKs (accelerators) and simple self‑service tools, so that, the development teams can focus on what matters the most. Security and observability are part of the design like access controls, encryption, data quality checks, lineage, audited usage, and clear SLO dashboards. If you’re strengthening reliable, self‑service, real‑time data foundations for your organization, I’d be glad to explore how I can be of help.

Experience

1. Architect

   Fractal

   Nov 2021 — Present · Hyderabad, IN

   AI- Tagging 300K marketing content using AI agents for Campaign optimization- Knowledge Graph creation using specialized agents- Agentified Reimbursement Claim process reducing 80% of processing times- Built Agentic data ingestion platform serving 10+ fortune 500 companies- AI assisted General Ledger entry labeling using LangChain, RAG, Prompt Engineering, Polars etc. reducing 95% manual effort. Machine Learning- Built Model Ops accelerator saving ~90% operationalization time- Optimized Working Capital & centralized Controllership processes, enabling $3-$15M yearly savings across 15+ markets for a CPG majorLeadership- Initiate working sessions with organizational leaders to device AI first solutions- Consult with client leadership setting up steer-cos`, governance teams etc- Managing $8M in revenues, driving growth (45-48% margins), departmental functions, and executive leadership

Education

• Vardhaman College of Engineering (VCEH)

  Bachelor of Technology - BTech

  2006 — 2010