Chinmaya Kumar Jena | Agentic AI Engineering Leader

Executive Summary

Technical Architecture • Platform Engineering • Hands-On Leadership

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Technical Architecture

Architecting enterprise-grade AI platforms with multi-agent workflows, LLM orchestration, and human-in-the-loop governance. Leading end-to-end technical development from ideation through production deployment for Fortune 500 clients.

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Platform Engineering

Building scalable, production-ready platforms including Milkyway (Agentic AI), Maestro (Big Data Automation), atom.ai (ML Platform), and Cloudi (FinOps). Driving technical innovation with hands-on leadership across full-stack, data, and AI domains.

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Engineering Leadership

Building and scaling high-performance engineering teams while front-ending technical pre-sales, PoC leadership, and executive workshops. Bridging architecture with delivery to create revenue-generating technical solutions.

Signature Outcomes

Technical Excellence • Platform Architecture • Measurable Results

$30M

Platform Cost Optimization

Architected Maestro Big Data automation platform from ground up, replacing Palantir with one-click provisioning, enabling 15+ supply chain applications with significant cost savings.

Enterprise

Milkyway Agentic AI Platform

Principal architect for enterprise-grade deep research agentic AI platform with multi-agent orchestration, LangGraph workflows, and HITL governance for Fortune 500 analytics.

$3M+

GenAI Solutions Delivered

Architected and delivered GenAI solutions (Knowledge Bot, LLM BI, Text2SQL with Redis, SQL Eval Framework) driving new business opportunities.

$2M+

Cloudi FinOps Platform

Designed and built intelligent cloud cost observability platform, commercialized to generate recurring revenue through automated optimization recommendations.

$2M+

Unity Catalog Accelerator

Created Databricks Unity Catalog-based modernization accelerator enabling enterprise data governance and generating modernization engagement revenue.

Technical

atom.ai Platform Development

Architected and led technical development of self-serve Data & AI platform with full ML lifecycle capabilities, contributing to company's innovation portfolio.

Platforms & Products

Enterprise-Grade • Production-Ready • Scalable

Featured

Milkyway

Agentic AI • LangGraph • HITL Governance

Enterprise-grade deep research agentic AI analytics platform enabling multi-agent orchestration, planning, tool-use, memory, and evaluation with human-in-the-loop safety.

Multi-agent workflow orchestration
LLM-powered deep research
Production-grade governance

Cost Leader

Maestro

Azure • Databricks • Automation • Microservices

Big data platform automation enabling one-click cloud infrastructure provisioning and automated pipeline orchestration. Replaced Palantir with $30M cost impact.

Single-click infra provisioning
End-to-end pipeline automation
15+ applications onboarded

atom.ai

GenAI Platform • Self-Serve • ML Lifecycle

Architected self-serve Data & AI platform enabling co-innovation and full lifecycle ML solutions. Technical foundation for innovation lab capabilities and ML democratization.

Self-serve AI/ML platform
Co-innovation workspace
End-to-end ML lifecycle

Cloudi Observability

FinOps • Cloud Optimization • Intelligence

Intelligent FinOps accelerator providing cloud cost optimization and observability. Commercialized platform generating $2M+ recurring annual revenue.

Intelligent cost optimization
Cloud resource observability
Automated recommendations

GenAI Solution Suite

RAG • GraphRAG • LLM BI • Redis • Vector DB

Comprehensive GenAI solutions including Knowledge Bot, LLM BI, Redis Text2SQL, SQL Eval Framework, and GraphRAG/TAG systems for accuracy and cost optimization.

Knowledge Bot & LLM BI
Text2SQL with confidence scoring
GraphRAG & targeted augmentation

Enterprise Data Modernization

Databricks • Unity Catalog • Feathr • Feature Store

Unity Catalog accelerators and Feature Store (Feathr) in collaboration with Microsoft & LinkedIn. Driving $2M+ revenue through modernization engagements.

Unity Catalog governance
Enterprise Feature Store
Production ML pipelines

Professional Experience

15 Years Professional Experience • Global Fortune 500 • Enterprise Scale

Tredence Inc.

Sep 2021 – Present

Sr. Director – Innovation | Digital, Data & AI Platforms

Principal architect for Milkyway, enterprise agentic AI analytics platform with multi-agent orchestration and HITL governance
Defined scalable agentic AI reference architectures (planning, tool-use, memory, evaluation, safety) and operationalized into production systems
Architected and led technical development of atom.ai, self-serve Data & AI platform with full ML lifecycle capabilities
Designed and built Cloudi observability platform generating $2M+ annual revenue through intelligent FinOps
Delivered GenAI solutions (Knowledge Bot, LLM BI, Redis Text2SQL, GraphRAG) driving ~$3M new business
Created Databricks Unity Catalog-based modernization accelerator generating ~$2M revenue
Collaborated with Microsoft & LinkedIn to architect and build enterprise Feature Store (Feathr) for production ML pipelines
Front-ended pre-sales: architecture workshops, technical pitches, PoC demonstrations, executive stakeholder management
Built and mentored high-performing engineering teams; owned hiring, talent development, budget planning/optimization
Contributing to Digital Engineering practice growth through Solution-Engineering charter and GenAI enablement programs

A.P. Moller – Maersk

Mar 2019 – Sep 2021

Senior Platform Architect – Full Stack | Azure Data Platform

Architected Maestro platform enabling single-click cloud infrastructure provisioning ($30M cost impact)
Owned platform architecture, backlog, and delivery; built high-impact engineering team
Delivered microservice-based, cloud-native solutions for data platform provisioning and governance
Tech: React, Redux, Java, Spring Boot, Microservices, Docker, Azure, Databricks/Spark, GraphQL, Power BI

GlobalLogic India Ltd.

2018 – 2019

Consultant – Full Stack Lead | Marketo Product Developer

Founding member for India team setup; built and led team of 18 engineers
Partnered with US counterparts for B2B marketing automation platform features
Led mentoring, delivery execution, quality practices including unit testing and CI/CD
Tech: React, Redux, Jest, Java, Spring Boot, Microservices, Docker

NagraVision India Pvt. Ltd.

2016 – 2018

Senior Software Engineer – Enterprise Tools

Built Integrated Support Tool (IST), central repository and API platform for internal software packages
Owned full lifecycle: requirement gathering, design, development, UAT, production deployment
Tech: Core Java, React, Redux, AngularJS, HTML/CSS

RedMart India Pvt. Ltd.

2015 – 2016

Software Engineer – E-commerce & Supply Chain

Developed real-time warehouse dashboard (pick rate, fulfillment, ops KPIs) using microservice architecture
Designed applications with AngularJS, Java/Play framework, MongoDB, and AWS
Guided IoT device initiative for early detection of rotten fruits

Promantia Global Consulting LLP

2013 – 2014

Lead Technical Consultant

Led Openbravo ERP customization for Decathlon Sports India
Delivered extensions using Play framework and jQuery

Career Development Period

2010 – 2013

UPSC Civil Services Preparation

Dedicated three years to UPSC preparation focusing on Public Administration and Psychology. This period strengthened analytical thinking, leadership philosophy, and people management perspectives that have been invaluable in subsequent technical leadership roles.

Tata Consultancy Services

2008 – 2010

Systems Engineer

Built hybrid application combining Java and Pro/ENGINEER (Creo) to reduce 3D model generation time

Thought Leadership

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Speaker – Cypher Conference

Analytics India Magazine

Presented on "Importance of Embeddings in E-commerce Search" to industry practitioners and AI leaders.

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Published Article

Enterprise LLM Security

Authored article on securing enterprise LLM-based compound systems and agentic workflows.

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Executive Workshops

Architecture & Transformation

Led executive workshops and architecture reviews for Fortune 500 clients across AI, data modernization, and platform engineering.

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GenAI Solution Architect Program

Organization-wide Enablement

Structured and led company-wide GenAI Solution Architect program, enabling employees for emerging AI opportunities.

Awards & Recognition

⭐ Star of the Quarter

👑 Leader of the Quarter

💡 Spotlight of the Month

🤝 Cohesive Team Award

🏅 NAGRA Spot Award

Core Skills

Agentic AI & LLM Platforms

Multi-Agent LangGraph LangChain MCP RAG/GraphRAG Prompt Engineering Fine-tuning Eval & Guardrails HITL Governance Vector DB LLMOps LLM Gateway

Full-Stack Engineering

Python JavaScript/TypeScript Java React Next.js Node.js REST/GraphQL Microservices Docker Kubernetes SQL/NoSQL

Data & Cloud Platforms

Databricks Snowflake Kafka Redis MLOps/LLMOps CI/CD Azure AWS Unity Catalog Feature Store

Leadership & GTM

Architecture Governance Delivery Leadership Hiring & Mentoring Budget Optimization Pre-Sales PoC Leadership Executive Influence Team Scaling

Education

Doctorate in Business Administration (In Progress)
ESGCI, Paris – Applied AI
M.Sc. Machine Learning & Artificial Intelligence (2021)
Liverpool John Moores University, UK
PG Diploma, ML & AI (2019–2020)
IIIT Bangalore
B.Tech. Mechanical Engineering (2008)
VSSUT Burla, Odisha

Let's Connect

Open to speaking engagements on enterprise AI transformation, agentic systems, platform architecture, and digital engineering strategy. Available for advisory, consulting, and leadership opportunities with forward-thinking organizations.

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mail2chinmaya.jena@gmail.com

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Phone

+91 8951 986 047

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linkedin.com/in/chinmayajena009

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GitHub

github.com/chinmayajena