.png){kind=logo}
Shrey Kumar
Junior Full-Stack Software Developer specializing in web platforms and AI workflows
Connect with Shrey
Shrey 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
Software engineer who built and shipped “Counsellor AI,” a production LLM-powered academic advising agent for college students using AWS Bedrock and grounded RAG over official university catalogs/policies. Emphasizes reliability through structured JSON outputs, multi-step orchestration with shared state, and strict intake/validation gates to prevent hallucinations and invalid academic plans; also has experience hardening messy telecom operational data pipelines with normalization, permissions, fallbacks, and idempotent patterns.
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
- Shipped production LLM advising agent with grounded RAG over official university catalogs/policies
- Designs agents to fail safely via clarification and explicit “lack of info” responses to reduce hallucinations
- Builds predictable multi-step workflows with bounded functions, shared state, and JSON-structured outputs
- Implements validation gates (required fields, prerequisite checks) to prevent incorrect plans/actions
- Sets up evaluation/monitoring loops (offline tests, logging, error analysis) and iterates to improve reliability
- Experienced integrating messy operational data with normalization, permission checks, fallbacks, and idempotency
Like what you see? We'll introduce you to Shrey directly.
Experience
Education
Skills
Languages
Certifications
Browse Similar
Similar Candidates
Mid-level Full-Stack Software Engineer specializing in FinTech compliance systems
Mid-level Full-Stack Software Engineer specializing in microservices and cloud-native platforms
Maranatha Ilesanmi
Senior Frontend Engineer specializing in React and TypeScript
“Frontend engineer with deep experience modernizing KYC flows at Carta, including rebuilding country-specific KYC forms into a scalable configuration + validation-schema system that cut new-jurisdiction support from 2–3 months to ~2 weeks. Strong on quality and rollout practices (E2E/backend testing, early QA engagement, staged/A-B rollouts) and performance optimization for heavy React/TypeScript dashboards using Intersection Observers for lazy loading.”
Lenny Lin
Mid-Level Full-Stack Software Engineer specializing in cloud, distributed systems, and LLM apps
“Built and owned a hackathon project (Gritto) with a Python/FastAPI backend that routes user text through a sequence of Gemini agents to produce structured JSON outputs. Has hands-on production deployment experience using Docker/Docker Compose, GitHub Actions CI/CD, AWS App Runner, MongoDB, and secrets management (Doppler + migration to AWS Secrets Manager), plus implemented a chat-like experience via multiple HTTP requests when SSE wasn’t viable.”
Mid-level Full-Stack Software Engineer specializing in cloud-native microservices
Mid-level Full-Stack Software Engineer specializing in cloud-native web apps and APIs
Interested in Shrey?
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 Shrey
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent