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I build AI that actually ships and moves numbers you care about.
I build production LLM/RAG applications, AI agents, FastAPI/Next.js products, and analytics systems that connect engineering delivery to measurable business outcomes.
I have 9+ years of experience across Novartis, redBus, GroupM, and Absolinsoft, working at the intersection of AI engineering, marketing analytics, full-stack product development, and decision intelligence.
Worked at
Let's build something meaningful.
AI · LLM · RAG · Analytics · Full-stack
Direct Answer
Madhu Dadi is an AI and marketing analytics engineer based in Visakhapatnam, India. He builds production LLM/RAG applications, AI agents, FastAPI/Next.js products, and analytics systems. He has 9+ years of experience across Novartis, redBus, GroupM, and Absolinsoft.
Services
Production-grade generative AI applications, bespoke custom chat interfaces, and LLM integrations built for reliability. Not just happy-path demos.
High-precision Retrieval-Augmented Generation engineering, enterprise semantic search, vector storage, and advanced hybrid search tuning.
Agentic workflows, task planners, tool calling, and multi-agent systems with guardrails, logs, and human approval gates for complex business tasks.
Custom marketing pipelines, attribution modeling, customer lifetime value prediction, and decision-support systems that connect engineering to revenue.
End-to-end server-side tracking, GA4 custom schemas, Google Cloud BigQuery warehouses, and campaign measurement workflows that leaders trust.
Complete web applications combining Next.js frontends, FastAPI backends, secure Postgres schemas, and production AI integrations.
Selected work
SaaS - SEO / AEO / GEO
Adticks
Crawls 10,000+ pages in parallel with Playwright. Compares server HTML to the rendered DOM. Returns a ranked fix list for SEO, AEO, and GEO. Audits that took a week now take an afternoon.
Education - RAG / AI assistant
Technical Blog
A series-based tech blog with an assistant that has actually read the blog. Vector-grounded answers with citations. Instant in-page search. Designed for both human readers and AI-assisted retrieval.
FastAPI Browser-Workflow Automation
Udemy Enroller
A private FastAPI automation case study exploring async task queues, Playwright workflow orchestration, bounded concurrency, secure session-state handling, telemetry logging, and background processing.
Skills
Experience
Mar 2023 to Present · Hyderabad, India
Lead digital analytics strategy for Novartis Patient Support Services, driving data-informed decisions across patient-engagement platforms.
★ Best Performer of the Quarter, Q1 2024
Jun 2022 to Mar 2023 · Bangalore, India
Led measurement for ATL, BTL, and digital campaigns across India, Malaysia, Indonesia, and Singapore. Built brand playbooks and CLM strategy.
★ Q3 Trailblazer, 30% new-customer growth
Sep 2020 to May 2022 · Gurgaon, India
Led Google Ads Data Hub projects for top-5% GroupM clients: frequency reach, brand lift studies, and first-party data activation.
★ Performer of the Year 2020-21 - WPP NextGen
May 2016 to Jul 2018 · Visakhapatnam, India
Web analytics, SEO, SMM, and SEM with descriptive and predictive modelling. Reduced bounce 25%, lifted CTR 20%.
★ Foundations in analytics + engineering
Credentials
Apr 2026 · Udemy
Ultimate RAG Bootcamp, LangChain, LangGraph, LangSmith
View credential
Feb 2026 · Udemy
Complete Data Science, ML, DL, NLP Bootcamp
View credential
Jun 2025 · Microsoft
Azure AI Fundamentals
View credential
May 2025 · MongoDB
MongoDB Python Developer Path
View credential
May 2025 · GitHub
GitHub Actions Professional
View credential
May 2025 · Dataiku
Dataiku Core Designer
View credential
All credentials are listed on LinkedIn.
FAQ
Contact
Have an AI, RAG, analytics, or full-stack product problem? Send me the problem statement, current stack, timeline, and desired business outcome. I will reply within 24 hours with whether I can help and what the best next step should be.
