Recruiter view
Ayush Gupta
AI Engineer · 2+ years building production AI systems · Bangalore, India
AI Engineer building agents, RAG systems and AI-native products.
Skills
- Languages
- Python, Bash, JavaScript, TypeScript, Go, Swift, SQL, YAML
- AI frameworks
- LangGraph, LangChain, CrewAI, AutoGen, Google ADK, MCP (Model Context Protocol)
- AI techniques
- RAG, agentic AI, generative AI, NLP, deep learning, vector databases, Neo4j / GraphRAG, ColPali (visual retrieval), evaluation and LLM-as-judge checks
- Data
- Postgres + pgvector, Neo4j, Redis, Pinecone, MongoDB
- Cloud
- AWS (Solutions Architect Associate), GCP (Vertex AI, Cloud Run, Cloud Functions), Azure (Functions), Oracle Cloud Infrastructure (Generative AI Professional)
- Engineering
- FastAPI, Node.js and Express, Next.js and React, Docker, Linux, GitHub Actions, OpenTelemetry, Langfuse, Prometheus / Grafana
Experience
Full Stack LLM Development Analyst · Accenture
Bangalore · June 2024 to Present
Growth Catalyst ACE Award, for performance on critical, time-sensitive deliverables
- Agentic systems. Designed and deployed a multi-agent architecture that automated complex decision flows and reduced manual oversight by 50%.
- RAG pipelines. Built production RAG systems grounded in proprietary data, cutting hallucinations by 50% and raising contextual accuracy.
- MCP integrations. Architected MCP server integrations connecting agents to enterprise APIs and internal tools, reducing custom glue code by 40%.
- Vector search. Implemented vector search pipelines with embedding models and semantic chunking, improving retrieval precision by 35% and lowering query latency.
- GCP ML infrastructure. Provisioned Vertex AI workspaces and Cloud Run services for model serving, with zero-downtime deployments and auto-scaling inference that handled 3x traffic spikes.
- Telecom integration. Integrated AI agents into a major Indian telecom provider's cloud ecosystem with AutoGen-based wrappers, improving operational workflows by 25%.
Software Development Intern · BBIOT Technologies
Hybrid, Vellore · Feb to Apr 2023
- Node.js backend (25+ APIs), Docker, Azure Functions data migration.
Projects
AtlasOpen source · Document intelligence
In real filings, the answer lives in the layout: a number in a table cell, a stamp, a signature block. Atlas keeps the page intact, lets the model look at it, and highlights exactly where the answer came from.
ColPali · LangGraph · Postgres + pgvector · Neo4j · GLiNER · Redis · Langfuse
GreenwashOpen source · Agent reliability
When a coding agent can't fix a failing build, it sometimes makes it pass anyway. Greenwash catches it in the pull request.
Python · GitHub Apps · TypeSafe · Docker
GesteiOS · Apple Vision
A pose guidance camera, built in one week while learning Swift. Now on the App Store.
Swift · iOS · Apple Vision
Education
- B.Tech, Computer Science and Engineering (Bioinformatics) · Vellore Institute of Technology, Vellore, India · 2020 to 2024
Certifications
- Claude Certified Architect - Professional (Anthropic)Oct 2026
- GCP Associate Cloud EngineerOct 2025
- GCP Generative AI LeaderAug 2025
- Oracle Cloud Infrastructure 2024 Generative AI ProfessionalJul 2024
- AWS Certified Solutions Architect AssociateApr 2024
- Microsoft Certified: Security, Compliance and Identity FundamentalsJun 2023
Publication: Advancing PD Diagnosis: Machine and Deep Learning in Neuroimaging, Vocal and Clinical Data (ResearchGate, Jun 2024)
Recognition: Amazon ML Summer School 2022