---
title: "Omkar Pattnaik - Business Analyst - AI in Bengaluru | Tal"
description: "Meet Omkar Pattnaik, Product Analytics | AI & Data Products | Business Analyst AI @ CMA CGM | SQL | Product Management | GenAI | Business Analysis based in Bengaluru. AI stack includes claude code, elevenlabs, and gemini. Explore public work links including omkar.example.com."
image: "https://tal.club/meet/omkar-pattnaik/share-image"
---

# Omkar Pattnaik on Tal

## Headline

Product Analytics \| AI & Data Products \| Business Analyst AI @ CMA CGM \| SQL \| Product Management \| GenAI \| Business Analysis

## About

I work at the intersection of Business Analysis, Product Analytics, and Generative AI, helping enterprise teams solve complex business problems through data, automation, and AI\-driven solutions\. Currently, I'm a Business Analyst at CMA CGM, where I collaborate with business stakeholders, product teams, and engineers to translate business challenges into scalable technology solutions\. My work spans requirement engineering, AI solution design, SQL\-based analytics, Tableau dashboards, and building AI\-powered workflows that improve operational efficiency and decision\-making\. Some of the initiatives I've contributed to include: • Designing AI agents to improve Business Requirement Document \(BRD\) quality through automated validation\. • Building AI\-assisted workflows that transform business requirements into structured functional specifications\. • Developing SQL queries and Tableau dashboards to measure AI adoption and business impact across global teams\. • Working closely with cross\-functional stakeholders to bridge business needs with technical implementation\. What motivates me most is understanding how businesses operate, identifying opportunities for improvement, and using technology to solve meaningful problems\. I enjoy turning ambiguous business challenges into structured solutions that create measurable value\. My areas of interest include: • Product Analytics • Business Analysis • Generative AI & AI Agents • Product Strategy • Data Analytics • Experimentation & Product Metrics • AI\-driven Enterprise Transformation I'm currently expanding my expertise in Product Analytics, AI applications, and modern product development with the long\-term goal of building intelligent products that solve real business problems at scale\. If you're working on AI, Product, Analytics, or Enterprise Technology, I'd be happy to connect and exchange ideas\.

## Location

Bengaluru

## AI stack

claude code

elevenlabs

gemini

lovable

Base44

ChatGPT

## Work experience

Business Analyst \- AI at CMA CGM, Jul 2025 \- Present · 1 yr 4 mos, Chennai, Tamil Nadu, India, I bridge the gap between complex logistics data and generative AI, designing intelligent agents and automated pipelines that transform how our business operates\. My role combines hands\-on Python development, LLM engineering, and low\-code AI orchestration to solve high\-impact operational challenges\. Key Achievements: 1\.AI\-Driven Business Analysis & Automation • Designed advanced prompt engineering frameworks to build a BRD Gap Analyser and an automated BRD\-to\-FSD \(Functional Specification Document\) generator\. • Built and deployed custom AI agents around these prompts using Microsoft Copilot Studio to streamline the product development lifecycle\. 2\.Partner Search API & Snowflake Integration • Enhanced and maintained a high\-performance Partner Search API that matches global logistics partners against a unified Snowflake database\. • Engineered integrations using Python, Snowflake Cortex, and LLMs to connect data across multiple enterprise applications\. • Modified core codebases to align technical API capabilities with shifting business and compliance requirements\. 3\.Cargo Ops Reconciliation Agent • Built an intelligent AI agent using Copilot Studio and advanced data tools to automate the cargo operations reconciliation process\. • Developed a system to ingest, parse, and match complex Excel data files originating from two separate operational sources\. • Programmed the agent to validate records against dynamic columns requested by the Cargo Ops team, instantly identifying matching vs\. non\-matching entries\. • Integrated an automated email triggering system to immediately alert operational teams of discrepancies, drastically reducing manual review time\.

Business Analyst \- AI at CMA CGM, Jan 2025 \- Jul 2025 · 7 mos, Mumbai, Maharashtra, India, I led the end\-to\-end creation of the Business Requirement Document \(BRD\) for our next\-generation, AI\-powered invoice processing system\. Managing a talented 3\-person team, I acted as the bridge between cutting\-edge technology and global logistics operations\. Invoice processing in shipping is notoriously complex\. To solve this, my team and I designed a system leveraging Advanced OCR and Intelligent Document Processing \(IDP\) to automate data extraction\. We integrated Machine Learning \(ML\) models for smart validation and Natural Language Processing \(NLP\) to handle multi\-lingual invoice anomalies, seamlessly connecting these tools with our existing ERP systems\. The real victory was stakeholder alignment\. Presenting a major tech shift to diverse operational leaders requires trust\. By translating complex AI infrastructure into clear business outcomes, I successfully convinced senior stakeholders to greenlight and execute this system across multiple CMA CGM operational divisions\. Key Milestones: • Led a high\-performing 3\-person team to deliver a comprehensive BRD from scratch\. • Secured executive buy\-in for a major AI operational shift across different business units\. • Defined technical requirements for Advanced OCR, NLP, and ML models to automate financial workflows\. • Scaled automation workflows to handle complex, global shipping invoice variations\.

## Education

Bachelor of Technology \- BTech, Computer Science, Siksha 'O'​ Anusandhan University

\+2 Science, PCM, Shree krishna international school

## Public links

- omkar\.example\.com: https://omkar\.example\.com/

[View the original profile](https://tal.club/meet/omkar-pattnaik)

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