Suman Chowdhury

CEO

Bengaluru, Karnataka, India14 yrs 7 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Led $5M AI transformation for an Islamic bank.
  • Architected $500M loyalty framework for a global conglomerate.
  • Managed 80+ AI/ML practitioners at Tiger Analytics.
Stackforce AI infers this person is a Data Science and AI leader with expertise in Fintech and Retail sectors.

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Skills

Core Skills

Ai StrategyData ScienceProject ManagementStrategy ConsultingProduct Management

Other Skills

architecture designdeliveryGenAI frameworksRAG systemsmultimodal CV pipelinespricing enginesforecasting modelsMMM pipelinesCLTV modelssupply-chain intelligenceAI transformationbankingloyalty frameworksRetail practiceanalytics solutions

About

Director of Data Science & Applied AI with 14+ years of experience building enterprise-scale AI, GenAI, and machine-learning ecosystems across Retail, CPG, BFSI, QSR, Healthcare, and Digital Commerce. I specialize in designing agentic AI systems, LLM pipelines, multimodal CV solutions, RAG architectures, marketing science engines, and real-time intelligence platforms that transform decision-making and deliver measurable commercial value. I currently lead 80+ AI/ML practitioners at Tiger Analytics, owning AI strategy, architecture design, and delivery across five major global accounts. My work spans GenAI agent frameworks, reusable orchestration systems (LangChain + LangGraph), automated RAG pipelines, multimodal CV architectures, personalized decisioning engines, MMM systems, pricing & promotion intelligence, forecasting platforms, and customer value ecosystems. ● Leading a $5M+ AI transformation for an Islamic bank and architecting a $500M+ loyalty value framework for a global conglomerate. ● Designing production-grade systems analyzing billions of transactions, integrating econometric drivers, behavioral signals, and real-time decisioning layers. With deep expertise in Python, PySpark, SQL, Databricks, BigQuery, Snowflake, AWS Bedrock, GCP Vertex AI, Azure ML, MLflow, CI/CD for ML, automated training pipelines, LangChain/LangGraph orchestration, and advanced modeling (Bayesian, Deep Learning, Econometrics), I bring a full-stack AI leadership mindset combining engineering depth, experimentation rigor, and portfolio-scale execution. I excel at transforming fragmented data & analytics ecosystems into scalable AI platforms, converting PoCs into production, and building reusable assets that accelerate enterprise AI adoption. I am passionate about helping organizations achieve competitive differentiation through AI-first decision systems, GenAI transformation, and cloud-native ML architectures.

Experience

14 yrs 7 mos
Total Experience
2 yrs
Average Tenure
5 mos
Current Experience

Accenture

2 roles

Data an AI Leadership (ML/DS/AI/Ops)

Promoted

Jan 2026Present · 5 mos · Bengaluru, Karnataka, India · Hybrid

Senior Manager Data Science

Aug 2021Apr 2023 · 1 yr 8 mos · Bengaluru (India), Riyadh (KSA) · Hybrid

  • At Accenture's Centre for Data and Insights, started the Retail practice, with a focus on leveraging 3rd
  • party data marketplaces to enhance analytics solutions with more concrete evidence in previously unresolved areas of DS/ ML and Generative AI. Engagement with MU and functional stakeholders of the CDI practice was undertaken to assure a healthy pipeline of demand to the retail practice, and a solution encyclopaedia/safari was designed for showcasing more interactive client pitches through demo-ready solutions across customer, store, sales attribution, and Supply Chain. Additionally, picked up few delivery accounts in QSR and Banking that was mandated to solve wide range of key business problem as in sales decomposition/ drivers analysis, ROI drivers, cost optimiation, banking risk medelling.
Retail practiceanalytics solutionsdata marketplacessales decompositionbanking risk modelingData Science+1

Tiger analytics

Director - Data Science & AI

Apr 2023Jan 2026 · 2 yrs 9 mos · Bengaluru, Karnataka, India · Remote

  • ● Lead AI strategy, roadmap, delivery, and enterprise-level architecture across 5 large global accounts.
  • ● Directed 80+ DS/AI/ML engineers delivering end-to-end AI programs (experimentation → design →
  • training → deployment → monitoring).
  • ● Built LLM-powered agentic AI frameworks, reusable GenAI components, RAG systems, and
  • multimodal CV pipelines for Fortune 500 retail & CPG clients.
  • ● Designed & industrialized pricing engines, forecasting models, MMM pipelines, CLTV/churn models,
  • supply-chain intelligence systems, and identity-resolution graphs.
  • ● Led a $5M+ AI transformation for an Islamic bank + architected a $500M+ loyalty value framework for
  • a global conglomerate.
AI strategyarchitecture designdeliveryGenAI frameworksRAG systemsmultimodal CV pipelines+7

Wns global services

2 roles

Associate Director

Promoted

Jan 2021Aug 2021 · 7 mos

  • Led 3 key retail servicing accounts in Bangalore, driving end-to-end account management, solutioning, and delivery governance. Leveraged data science expertise to spearhead analytics engagements across E-commerce, QSR, and Bricks & Mortar retail. Managed diverse skill landscapes in business/data analytics, data science, data engineering, and ML within cloud-native services (AWS/Azure), shaping the future of analytics delivery and providing consulting.
account managementsolutioningdelivery governanceanalytics engagementsData ScienceProject Management

Group Manager

Jul 2019Dec 2020 · 1 yr 5 mos

  • Being as Group Manager - Data Science, I need to take care of multiple Retail/ QSR logos across
  • geography clients. This is a leadership role primarily focused on client engagement through solution design and delivery. Team building an retention is a crucial success criteria of this role as well.
client engagementsolution designdeliveryProduct Management

Algonomy

Lead Data Scientist

Nov 2017Jun 2019 · 1 yr 7 mos · Bengaluru (India), Dubai (UAE)

  • Developed diverse Data Science products/solutions (Text Analytics, media sciences, voice bot, site selection, pricing, healthcare opinion simulator). Managed client relationships and led teams. Drove COE and capability development initiatives. Contributed to pre-sales presentations and successful client on-boarding.
client relationshipsteam managementdata science productsProduct Management

Kvantum by yum!

3 roles

Principal Marketing Scientist

Promoted

Jul 2017Oct 2017 · 3 mos

  • Progressed from Marketing Scientist to Principal Marketing Scientist. Spearheaded advanced model
  • development, insight generation, and actionable recommendations for Fortune 500 CPG and retail clients. Delivered media and customer analytics solutions, provided client servicing, and guided analysts. Designed statistical models and drove automation with the Product Development Team. Led
  • impactful projects in social media, marketing mix, and attribution.
advanced model developmentinsight generationclient servicingData Science

Senior Marketing Scientist

Jul 2016Jun 2017 · 11 mos

Marketing Scientist

Oct 2014Jul 2016 · 1 yr 9 mos

Wns global services

Analyst

Jan 2013Sep 2014 · 1 yr 8 mos · Bengaluru Area, India

  • Spearheaded raw data analysis, deriving consumer insights and actionable marketing recommendations for Fortune 100 CPG brands. Delivered survey analytics solutions, transformed data into strategic decisions, and developed insightful dashboards. Monitored customer behavior using SAS and translated research studies into impactful solutions, improving brand awareness and performance. Recognized as a 'Shooting Star'.
data analysisconsumer insightsmarketing recommendationsData Science

Ebay

Business Analyst

Jun 2011Jan 2013 · 1 yr 7 mos · Bengaluru Area, India

  • Provided seller insight support for listed products, optimizing purchase cycles and demand planning as a Business Analyst at eBay. Analyzed data to identify opportunities for sellers to improve listings and drive sales. Contributed to a more efficient and data-driven marketplace for eBay sellers.

Education

Ramaiah Institute Of Management (MSRIM)

MBA — Marketing & Operations

Jan 2009Jan 2011

Biju Patnaik University of Technology, Odisha

Bachelor of Technology — Computer Science & Engineering

Jan 2005Jan 2009

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