.png){kind=logo}
Sumanth Gottipati
Mid-level Full-Stack Software Engineer specializing in cloud-native microservices and FinTech
Connect with Sumanth
Sumanth already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
At Delta Airlines, built and shipped a production LLM-powered semantic search/troubleshooting assistant over maintenance logs and operational documentation using OpenAI embeddings and a vector database. Implemented hybrid ranking, query enrichment, and structured filters to improve relevance ~35% while optimizing latency via caching and vector tuning. Also designed a scalable Kafka + AWS (Lambda/SQS) ingestion pipeline with strong reliability/observability and an eval loop using real engineer queries and human review.
Find your next great hire
Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.
Key Strengths
- Owned and shipped production semantic search + troubleshooting assistant end-to-end (ingestion → embeddings/vector index → APIs → iteration)
- Improved search relevance ~35% via query preprocessing plus hybrid ranking and structured filters
- Designed LLM/RAG guardrails (retrieval grounding, similarity thresholds with fallback, structured prompts, input validation, monitoring)
- Built scalable, fault-tolerant event-driven pipeline on Kafka + AWS (Lambda/SQS) with idempotency, retries/backoff, and DLQs
- Established evaluation loop using real anonymized queries, human review, and regression testing to drive iterative improvements
- Balanced relevance vs latency/cost through caching and vector search tuning
Like what you see? We'll introduce you to Sumanth directly.
Experience
Education
Skills
Languages
Certifications
Browse Similar
Similar Candidates
Junior Software Development Engineer specializing in AI/ML and distributed systems
Mid-Level Backend/Infrastructure Engineer specializing in distributed storage systems
Ashi Sinha
Junior Software Engineer specializing in full-stack and ML/NLP systems
“Entry-level full-stack engineer with internship experience at Amazon (Appstore IAP flow + uninstall recommendation workflow) and a health-tech startup (OneVector) where they built a DSUR reporting workflow end-to-end, including document generation, S3-backed versioning/metadata, and secure preview/download. Demonstrates strong production debugging and reliability mindset (instrumentation, deterministic retrieval, idempotent writes) and focuses on UX/performance in high-stakes user flows.”
Venu Dave
Junior Software Development Engineer specializing in backend data platforms and LLM applications
“Amazon internship experience building and shipping an end-to-end NL-to-SQL system: ingested/normalized metadata across 60+ internal tables, added rigorous multi-layer validation for LLM-generated SQL, and served it via a FastAPI backend for engineers—driving 90%+ faster dataset discovery and ~70% lower effort to access data. Also built an early-stage RAG-based healthcare assistant, iterating on chunking, embeddings, and retrieval to improve answer quality post-launch.”
Interested in Sumanth?
We'll personally introduce you - no strings attached.
Build your dream team with Reval
Our AI agents source, screen, and vet candidates for your open roles. Get qualified, high-intent candidates on your desk within 48 hours.
Discover more candidates like Sumanth
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent