graph by datavruti
mygraph.id/rahulajaykumar52

Rahul Ajaykumar Bharuka

Senior AI Engineer

Pune, Maharashtra, IndiaBuilding since Aug 2020 (6+ yrs)
LinkedInGitHub
Headline

My career shows a clear arc from ETL and ML pipeline ownership toward designing multi-agent GenAI architectures with rigorous evaluation and observability built in from the start.

task success rate from 68% to 92% in production pilotsEnd-to-End Task Success Rate
35%Cost per Completed Task

reducing costs

Represented Roles

Specialized Functions & Roles.

Engineering capabilities and specialized roles demonstrated across real production work.

Senior AI Engineer

Primary Role

Agentic AI Architect

MLOps Engineer

LLM Systems Engineer

Data Engineer

Signals

Live in Production.

Each signal ties back to a specific, evidenced moment.

Built

2 moments

Systems shipped end-to-end, from schema to deploy.

  • •Building an end-to-end AI hiring platform
  • •Architected an enterprise multi-agent GenAI platform on AWS

Scaled

2 moments

Taken from prototype to real production volume.

  • •Scaled a Flask-based GenAI serving layer to 500+ RPS
  • •Scaled an agentic workflow engine to 10K+ daily invocations
Growth trajectory

Rahul's career, mapped.

A timeline of milestones captured directly from real work.

  1. Started building production ML pipelines

  2. Took ownership of production reliability

  3. Moved into large-scale data and search systems

  4. Shifted focus to agentic GenAI architecture

  5. Led evaluation and observability practice for LLMs

  6. Took on architecture ownership at scale

Stack

Daily tools.

What Rahul actually reaches for, pulled from the tags attached to captured moments.

Work

Key Work By Role

What they built, shipped and owned at each role, with impact numbers where there are any.

Green4Digital

Senior AI Developer · Jul 2025 - Jul 2026

Architected an enterprise multi-agent GenAI platform on AWS

Architected a multi-agent GenAI platform on AWS Glue and Bedrock orchestrating specialized agents for retrieval, reasoning, and execution, instrumented end-to-end with Langfuse for observability and RAGAS for automated quality evaluation.

Improved system faithfulness by 25%Reduced costs by 35%Cut incident response time by 50%Ran 3 agents/workflows simultaneously at peak on the platform.
Stack:AWS BedrockGlueLangfuseRAGAS
View case study

Scaled a Flask-based GenAI serving layer to 500+ RPS

Led design and delivery of a Flask-based GenAI serving layer integrating AWS Bedrock models, RAG pipelines, and multi-agent orchestration, maintaining full observability and quality gates in CI/CD.

Supported 500+ RPSMaintained 99.9% uptime
Stack:FlaskAWS BedrockRAGCI/CD
View case study

Scaled an agentic workflow engine to 10K+ daily invocations

Led design of an agentic workflow engine coordinating 5+ specialized agents (retrieval, summarization, validation, action-execution) with fallback and retry logic.

Reduced end-to-end failure rate by 40%Enabled scale to 10K+ daily agent invocations
Stack:Fallback logicMulti-agentScale
View case study

JaxAI

Senior AI Developer · Dec 2023 - Jun 2025

M2P Fintech

SDE 1 AI Developer · Aug 2020 - Nov 2023
Outside Work

Side projects, open source & publications.

Independent builds, open-source contributions, technical writing, and experiments beyond the day job.

Side project

AI Hiring Platform

Building a full hiring platform that includes AI resume screening, AI skills extraction, a job recommender, and a chatbot.

Present
Side project

AI Interview Preparation Platform

Built an AI-powered interview platform with real-time question generation and answer evaluation, integrating NLP models for resume-based interview questions, FastAPI REST APIs, and a React frontend.

Side project

Multi AI Agent Systems

Designed and deployed end-to-end AI automation workflows using n8n, Flowise, and LangChain, integrating LLM agents (CrewAI) with vector stores for intelligent data retrieval, and operationalized GenAI systems using MLOps best practices including containerized deployments and CI/CD.

Learning

Formal record.

  • Bachelor of Computer Application
    Indira Gandhi National Open University
    2020
Activity heatmap

A record of momentum.

A combined view of Rahul's activity across the tools used daily.

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Profile last updated 1 month ago.

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