Headline

Co-Founder at TSR Lab | Ex Strategy Associate Bain and Company | Data & Tech

About

Product-focused strategy & analytics professional with ~4 years at Bain & Company, building data and AI-driven solutions that improve decision-making and business performance. Led multiple data strategy and platform initiatives, delivering productivity and growth impact across Consumer Products, AMS, Healthcare, and Financial Services. My work sits at the intersection of strategy, analytics, and technology, below is a quick snapshot: 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝗗𝗮𝘁𝗮 & 𝗔𝗜 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝘆 - 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 𝗢𝘄𝗻𝗲𝗿𝘀𝗵𝗶𝗽 Governance - Designed and led governance frameworks for 300+ Data & AI product compliance reviews, strengthening audit readiness and cutting compliance cycle time by ~40% through automation. Discovery - Led development of Bain's Enterprise Data & AI Catalog (300+ products, 20 practices), unlocking ~$10M+ productivity gains via improved data discoverability. Extraction - Co-led MetricEdge, an LLM powered KPI extraction platform with ~98% precision, scaled adoption to 500+ consultants in 6 months, saving ~8K+ hours annually. 𝗖𝗹𝗶𝗲𝗻𝘁 & 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗘𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁𝘀 - 𝗖𝗼𝗻𝘀𝘂𝗹𝘁𝗶𝗻𝗴 US Healthcare CDD (PE clients) - Delivered market sizing, competitive benchmarking, and segmentation across multiple US healthcare due diligences, shaping investment theses for PE clients. Consumer Pulse (Future of Digital in CP) - Led a 4-member team to assess digital maturity across 170+ CPG companies on 50+ KPIs, supporting ~$3M+ in transformation opportunities. Integrated Payments - Led Bain's Integrated Payments benchmarking; validated 200+ PE (buyout fund) cases and curated 50+ benchmarks, unlocking ~$10M incremental revenue potential. Helped case delivery via benchmarking support. 𝗩𝗮𝗹𝘂𝗲 𝗖𝗿𝗲𝗮𝘁𝗶𝗼𝗻 & 𝗜𝗣 PI - Industry Benchmarking Interlocks - Built frameworks with 100+ KPIs across Consumer Products, Retail, Supply Chain, and Logistics for performance diagnostics utilizing proprietary and 3P source offerings. Construction Industry IP - Built a 55K+ metric repository from across 15+ global sources; automated quarterly refresh via Alteryx and Macros, cutting effort by ~60%. Sector Benchmarking set-up - Embedded industry taxonomies and new functional KPIs using client and third-party datasets assets across ESG, Healthcare, Agribusiness, Payments, and adjacent sectors. Electrical Engineering graduate from Jadavpur University. Recognized with Bain's Impact Warrior Award 2024 and two accelerated promotions (20 vs. 24 months). If you connect with any of my experience. Let's connect!

Location

Delhi

AI stack

claude code

claude

github copilot

openai

githubcopilot

ChatGPT

Work experience

Co-Founder at TSR Lab, Jun 2026 - Present · 4 mos

Senior Associate - Strategy at Bain & Company, Oct 2025 - May 2026 · 8 mos, On-site, • Co-led development of a GPT-powered KPI extraction platform, building validation pipelines that achieved ~98% accuracy and scaling adoption to 500+ consultants, saving ~8K hours annually in manual KPI extraction. • Owned product lifecycle and scaling of Bain’s Enterprise Data & AI Catalog, expanding the platform to 200+ data & AI products across 20 practices and unlocking ~$1M+ annual productivity value through improved data discovery and reuse. • Designed governance frameworks for 200+ Data & AI products, standardizing compliance reviews and automating workflows to reduce audit cycle time by ~40% while strengthening firmwide data governance.

Associate - Strategy at Bain & Company, Apr 2024 - Sep 2025 · 1 yr 6 mos, On-site, • Incubated Bain’s Integrated Payments benchmarking capability, validating 200+ historical cases and curating 50+ benchmarks to enable objective KPI comparisons and strengthen client strategy engagements. • US Healthcare CDD (PE clients) - Delivered market sizing, competitive benchmarking, and segmentation across multiple US healthcare due diligences, shaping investment theses for PE clients. • Led firmwide Data & AI compliance review cycles across 170+ data products and 40+ AI solutions, automating review processes and guiding teams through remediation to meet global governance standards.

Analyst at Bain & Company, Sep 2022 - Mar 2024 · 1 yr 7 mos, • Engineered automated Alteryx workflows to maintain a 55K+ KPI for global construction industry database, significantly reducing manual effort in quarterly data updates. • Developed industry taxonomies and new functional KPIs using client and third-party datasets to strengthen benchmarking capabilities across sectors including Logistics, Agribusiness, and Healthcare.

Internship Trainee at NTPC Limited, Jul 2021 - Jul 2021 · 1 mo, Actively completed a 4 week vocational training at NTPC Farakka & got exposure of systematic understanding of Coal handling plant, Ash handling plant, Generator, Transformer, etc.

Education

Bachelor of Engineering - BE, Electrical and Electronics Engineering, Jadavpur University, Kolkata

12th Board, Delhi Public School, Bokaro Steel City.