Open to speaking, advisory & consulting

I turn complex AI into business impact - and into skills for 120,000+ people.

Manager - AI Center of Excellence. I build Machine Learning & Generative AI systems that move real business metrics - and I teach the people who build the next ones.

See the work Get in touch
  • AWS Certified AI Practitioner
  • Tableau Certified
  • Dataiku Advanced Designer Certificate · ML Practitioner Certificate · Gen AI Practitioner Certificate

Selected Work

Systems that moved the metric.

Discuss a project
Flagship · In build

Agentic Decision Intelligence Platform Next-Gen MAIA

A multi-agent AI ecosystem where specialized agents (Acceptance, Commercial, Salesforce, Crypto, Merchant, Finance) collaborate autonomously to answer complex business questions, run root-cause analysis, monitor KPIs, generate recommendations, and trigger workflows.

Mastercard
  • 50-70%less analyst effort on complex investigations
  • 10k-20k+hours saved annually across Product & Analytics
  • Days to minutesfaster enterprise decision-making
  • $1M-$3Mannual productivity opportunity at scale
Flagship · Shipped

AI Marketplace Reuse & adoption engine

An internal AI Marketplace that democratizes discovery and adoption of AI use cases, prompts, agents, and accelerators across Product, Data & Analytics teams, reducing duplication and accelerating reuse of AI solutions.

Mastercard
  • $100K-$250Kannual productivity impact
  • Faster onboardingof new AI solutions across teams
  • Less duplicationthrough shared, reusable accelerators
−$400K/yr fraud loss

Credit Risk & Chargeback Fraud Detection

Mastercard

Engineered an ML model to score credit risk and flag chargeback fraud in real time - cutting fraud-related losses by 7% and saving $400,000 annually.

  • ML
  • Risk
  • Fraud
  • Python
● Delivered
−80%review time

LLM + RAG Case Evaluator

SScaler

Built a retrieval-augmented evaluator that automates case reviews - reducing review time by 80% while improving grading accuracy by 15%.

  • LLM
  • RAG
  • LangChain
  • NLP
● Delivered
+$9K/mo revenue

Cardiovascular Risk Prediction

ZSZS Associates

Designed an ML system for early cardiovascular disease detection - improving patient outcomes and lifting client revenue by $9,000 per month.

  • Healthcare
  • Classification
  • ML
● Delivered
$110K/mo saved

Procurement Optimization

GTGroundTruth

Surfaced financial and operational inefficiencies across procurement, driving $110K in monthly savings through optimized sourcing strategies.

  • Analytics
  • Optimization
  • SQL
● Delivered
−60%manual effort

Analytics Workflow Automation

ZDZiff Davis · Nasdaq

Built scalable automated workflows that cut manual effort by 60%, saved 70 hours a month, and lifted quarterly profit by 8%.

  • ETL
  • Automation
  • Boto3
● Delivered
−75%turnaround

NLP + LLM Support Automation

Mastercard

Deployed AI chatbots and an NLP ticket-classification system - cutting turnaround by 75%+ and resolution time by 55% across internal workflows.

  • NLP
  • LLM
  • Chatbot
  • MLOps
● Delivered

What I Do

Three ways I create value.

  1. 01

    Applied ML & Generative AI

    I ship production systems - fraud detection, RAG evaluators, NLP classifiers, predictive analytics - that are measured in dollars and hours, not demos.

  2. 02

    Teaching & Enablement

    Top-rated instructor for Google for Startups. I've trained 120,000+ learners and designed corporate programs for Barclays and American Express.

  3. 03

    Advisory & Consulting

    Guest lecturer and hackathon judge across the IIMs and IITs. I help teams turn ambiguous AI ambitions into scoped, shippable roadmaps.

The Path

Where I've been building.

Now · Manager - AI Center of Excellence

Mastercard

Leading AI CoE - chatbots (NLP + LLMs), ticket-classification systems, and automated data workflows across SQL, ETL and ML pipelines.

Senior Manager · Data Science

SScaler

LLM + RAG evaluators, personalization chatbots (+40% engagement), AWS Athena reporting (−90% query time), and ML lead-scoring models.

Guest Lecturer · Low-Code Analytics

IIMIIM Indore

Designed a Dataiku DSS module for 100+ students, mentored 75% of the cohort to certification, and lifted placements by 20%.

Education

IIIT Bangalore - PGD, Data Science & Machine Learning

Maharaja Agrasen Institute of Technology (MAIT) - B.Tech, Information Technology

Recognition & Credentials

Trusted to build, teach & judge.

Certified Practitioner

AWS Certified AI Practitioner, Tableau Certified Data Scientist and Dataiku Core Designer (ML & Generative AI Practitioner). Delivering data-driven solutions, scalable ML/AI systems, and impactful visualizations for better decision-making.

Guest Lecturer

Delivering sessions on AI, Machine Learning, and Data Science applications at premier institutions including IIM Indore, VIT, SRM, and Delhi University.

Invited Judge

Judging leading analytics events and hackathons across IIT Delhi, IIM Lucknow, IIM Amritsar, and Manipal University.

Published Research

Published in the International Journal for Scientific Research & Development (IJSRD) - the Tree Overlay Network (T.O.N.), a decentralized network model for scalable peer-to-peer systems.

About

I translate complex AI into scalable business solutions and practical learning experiences.

My work lives at the intersection of research and revenue - building ML and Generative AI that ships, and teaching the practitioners who build the next generation of it. Featured, top-rated instructor for Google for Startups. Published researcher (IJSRD - the Tree Overlay Network). Invited judge and guest lecturer across India's premier institutions.

Tech Stack

Languages
Python · SQL
Machine Learning
Supervised & Unsupervised · NLP · Deep Learning · Time Series
Generative AI
RAGs · AI Agents · Text & Image Generation · LangChain
Viz & BI
Tableau · Excel · Alteryx · Dataiku
MLOps
Git · Flask · Docker · AWS · MLflow

Let's talk

Have an AI problem worth solving?

Consulting, corporate training, keynotes, or a hard ML build - I read every message.

Email me