Available for AI engineering roles

Advait Raktate

AI Engineer Agentic Systems & RAG

Building production LLM systems — multi-agent orchestration, RAG pipelines, realtime AI.

About

Engineering intelligence into products.

I build the systems that let language models reason, retrieve, and act reliably in production.

Six months of production experience building multi-agent orchestration, realtime conversational AI, and async backend services with LangChain, LangGraph, FastAPI, Azure OpenAI, and hybrid-search retrieval. I care about latency, cost, and correctness in equal measure.

Agentic Systems

Multi-agent orchestration, tool-use loops, planning and self-correction.

Retrieval

RAG pipelines with hybrid search, re-ranking, and eval-driven iteration.

Realtime AI

Streaming inference, low-latency voice and chat, structured outputs.

Production

Observability, cost control, and eval harnesses for LLM systems at scale.

Experience

Where I've shipped.

Arcitech.ai · GenAI Intern

Dec 2025 — May 2026

Realtime conversational AI + multi-agent HR automation.

  • Built realtime conversational AI with the OpenAI Realtime API over WebSockets.
  • Redesigned the system as a LangGraph multi-agent graph — 5 modular agents with OpenAI-to-Gemini fallback.
  • Async parallel agent graphs merging Zoho + PostgreSQL across 100+ employees.
  • Cut response latency to ~5–6s and reduced manual HR review by ~60%.
OpenAI RealtimeLangGraphWebSocketsPostgreSQLZoho
Projects

Things I've built.

Skills

Tools of the trade.

LLM & Agentic AI

LangChainLangGraphMCP (FastMCP)RAGVector SearchAzure AI SearchBM25pgvectorSemantic RankingRerankingPrompt EngineeringMulti-Agent OrchestrationLoRA/QLoRA

Backend & Infra

FastAPIAsync PythonWebSocketsSSESQLAlchemyAlembicPostgreSQLRedisCeleryDockerJWT/OAuth2RBACREST APIsCI/CD

ML/DL & Tools

PyTorchTensorFlowScikit-learnMLflowNLPPySpark

Quantum ML

PennyLaneQuantum SVM (QSVM)Variational Quantum Circuits (VQC)Quantum Machine LearningTransfer LearningPCA/Dimensionality ReductionResNet50

Cloud

AWSAzure OpenAI/FoundryAzure AI SearchDockerKubernetes
Achievements

Recognition.

Top 4
UST D3CODE Hackathon

Placed top 4 out of 20,000 participants.

BRAICON 2026
Co-authored paper

"RASEED: AI-Powered Personal Finance Manager & Advisor" accepted at BRAICON 2026, MDIS Singapore.