Sarvesh Atalkar

AI Engineer

https://talent.gravityer.com/sarvesh-atalkar-1097631

AI Engineer with 4+ years in RAG Architectures & Agentic Pipelines

Aditya Birla Group

Key Strengths

Deep expertise in Agentic AI platforms, multi-agent execution systems, and stateful agentic pipelines using LangGraph.
Strong background in RAG architecture development, including semantic knowledge base design, contextual embeddings, and metadata filtering.
Proficient in LLMOps, including observability (LangSmith tracing, token cost tracking) and high-throughput streaming architectures (FastAPI SSE).
Extensive experience with multi-format knowledge base ingestion, adaptive chunking, and distributed processing (Celery Chord).
Solid full-stack development skills (Next.js, React, Node.js, TypeScript) which are valuable for deploying AI applications.
Demonstrated ability to evaluate and optimize LLM outputs, reducing hallucination rates through prompt engineering and structured schemas.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's diverse experience across different companies (Aditya Birla Group, Turing, upGrad, Chesa) and roles (AI Full Stack Engineer, Full Stack Developer) indicates adaptability and a broad skill set. Their involvement in early GenAI adoption and building real-time collaboration tools suggests an innovative and collaborative mindset, aligning well with dynamic tech cultures. The progression from full-stack development to specialized AI roles shows a clear career trajectory and commitment to the field.

Soft Skills & Operational Fit

The candidate's resume demonstrates strong problem-solving skills through architecting complex AI systems and optimizing performance. Their experience with agile environments and real-time collaboration tools suggests good operational fit and teamwork capabilities. The focus on observability and cost-tracking indicates a pragmatic, production-oriented mindset.

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Experience

Aditya Birla Group

AI Full Stack Engineer

March 1, 2025 – Present

Mumbai, Maharashtra, India

Turing

AI Full Stack Engineer

October 1, 2024 – January 1, 2025

India

upGrad

Full Stack Developer

September 1, 2023 – April 1, 2024

Bengaluru, Karnataka, India

Chesa

Full Stack Developer

July 1, 2021 – September 1, 2023

Bengaluru, Karnataka, India

Key Strengths

Deep expertise in Agentic AI platforms, multi-agent execution systems, and stateful agentic pipelines using LangGraph.
Strong background in RAG architecture development, including semantic knowledge base design, contextual embeddings, and metadata filtering.
Proficient in LLMOps, including observability (LangSmith tracing, token cost tracking) and high-throughput streaming architectures (FastAPI SSE).
Extensive experience with multi-format knowledge base ingestion, adaptive chunking, and distributed processing (Celery Chord).
Solid full-stack development skills (Next.js, React, Node.js, TypeScript) which are valuable for deploying AI applications.
Demonstrated ability to evaluate and optimize LLM outputs, reducing hallucination rates through prompt engineering and structured schemas.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Sarvesh Atalkar

Key Strengths

Cultural & Operational Fit

About

Top Skills

Skills

Education

Experience

Key Strengths

Cultural & Operational Fit