Headline

Generative AI @ McKinsey | Agentic AI, Multi-Agent Systems & GenAI Strategy | 3x Founder | Young Entrepreneur of the Year ‘23

About

I build and scale enterprise AI systems that move from experimentation to real-world adoption. At McKinsey & Company, I’ve worked across agentic AI, enterprise GenAI strategy, on-prem LLM infrastructure, and AI product development - from early-stage concept design to production deployment. Over the last 3 years, I’ve: - helped build a multi-agent research platform now scaling to 2,000+ users - shipped and advised production AI agents for multiple clients - built one of McKinsey’s early sovereign/on-prem LLM deployments for a public-sector use case - evaluated 100+ GenAI opportunities across value, feasibility, and deployment complexity - led trainings on agentic AI across Asia, Europe, and the Middle East My work sits at the intersection of: - AI products - enterprise workflows - model orchestration - data systems - human adoption - commercial value creation Before McKinsey, I founded multiple ventures across fintech and consumer brands, including a startup selected for 100X VC Gurukul. I’m particularly interested in: - agentic systems - enterprise AI infrastructure - AI trust and verification - vertical AI products - the economics of AI deployment - sovereign AI ecosystems emerging outside the US Tech stack includes OpenAI, Anthropic, Gemini, AWS Bedrock, Vertex AI, Ollama, RAG pipelines, multi-agent orchestration, eval systems, and Python

Location

Chennai

AI stack

codex

cursor

Work experience

Senior Analyst at McKinsey & Company, Nov 2025 - Present · 10 mos, Chennai, Tamil Nadu, India, - Founding builder behind an internal multi-agent AI research platform now scaling to a 2,000+ user deployment across consulting workflows, targeting 30–40% acceleration in research and synthesis tasks - Leading work across agent orchestration, RAG architecture, evaluation frameworks, source grounding, and enterprise AI deployment strategy - Owned end-to-end integration of proprietary enterprise datasets and external intelligence sources, including commercial evaluation, legal alignment, and technical implementation - Developed multi-dimensional AI evaluation frameworks spanning accuracy, hallucination detection, source traceability, formatting reliability, and response grounding - Advised a global payments leader on enterprise GenAI strategy and agent deployment opportunities tied to long-term growth and operational leverage - Shipped and advised multiple production AI agents across knowledge workflows, contextual analysis, and research automation use cases across internal and client builds - Collaborating with researchers on AI trustability and source-verification systems for regulated enterprise environments - Conducted advanced trainings on agentic AI and enterprise AI workflows across teams in Asia, Europe, and the Middle East for over 1000 colleagues at my time at McKinseyy

Analyst at McKinsey & Company, Dec 2024 - Nov 2025 · 1 yr, Chennai, Tamil Nadu, India, - Top 1% - Building Gen AI assets to shape the future of research for consulting - Driving enterprise wide Gen AI adoption for efficiency and quality uplift - Rising Star 2025 - Serving clients and internal teams on using Gen AI for tangible impact across Asia, North Ameria and MENA - Building McKinsey CCN's flagship agentic research product - Trained 1000+ colleagues on effective Gen AI usage

Junior Analyst at McKinsey & Company, Sep 2023 - Nov 2024 · 1 yr 3 mos, Chennai, Tamil Nadu, India, Top 1% Working across sectors to deliver high-quality research, actionable insights, decks, and data for consultants and clients globally as a part of the Regional Research Team- Asia - Interested in and currently exploring banking, insurance, private equity, and automotive sectors while being open to other areas of work - Supporting the Global Managing Partner's team with research - Gold ambassador for our internal Gen AI tool and helping scale adoption across the globe and enhance employee productivity and quality

Analyst Intern at McKinsey & Company, Jan 2023 - Jul 2023 · 7 mos, Chennai, Tamil Nadu, India, I worked in varied sectors to deliver high-quality research, actionable insights, decks, and data for consultants and clients across the globe. I worked across verticals including strategy, growth, benchmarking, data analytics, and increasing profitability/reducing costs amongst others. Some of the areas/sectors I had the opportunity to delve into were: - Insurance - Automotive: Primarily Electric Vehicles - Macro-Economics - Sustainability - Med-Tech - Alternate Proteins - Mining - Supported the Global Managing Partner's team with research

Product Learner at Insurjo, Sep 2022 - Sep 2022 · 1 mo

Founder's Associate at moneyHOP, Dec 2021 - Nov 2022 · 1 yr, Remote, - Assisting the founder with fundraising. - Exploring new avenues for marketing and business development. - Handling outreach and communications with various college organizations and business leaders. - Preparing reports and analyzing ROI for multiple projects with the focus to grow the brand. - Working on offline marketing campaigns for brand growth. - Working on pre-launch app testing for the elimination of any bugs. - Brainstorming new ideas, providing student feedback, and suggesting changes in various domains.

Co-Founder at OneDrop India, Oct 2020 - Jan 2023 · 2 yrs 4 mos, Chennai, Tamil Nadu, India, OneDrop is a start-up founded with the intention of providing quality products to its clients. We make customized tees, hoodies, jackets and polos. My primary responsibilities here are managing the company financials, reaching out to possible clients, client interaction, managing packaging and shipping, content writing and development, blogging on our social media and website, collaborations outreach, website management, social media management and marketing.

Education

Bachelor of Engineering - BE, Computer Engineering, SSN college of engineering

High School Diploma, Science, Sishya School