---
title: "Chirag K - Growth Data Science Manager in Bengaluru | Tal"
description: "Meet Chirag K, Growth Data Science Manager | GenAI & LLM Architect | AI Voice Agents • RAG • Predictive Modeling • MLops • LTV & Churn based in Bengaluru."
image: "https://tal.club/meet/chirag-33/share-image"
---

# Chirag K on Tal

## Headline

Growth Data Science Manager \| GenAI & LLM Architect \| AI Voice Agents • RAG • Predictive Modeling • MLops • LTV & Churn

## About

At 22, I lead the Data & Growth team at Origin Fresh — bridging deep AI engineering with aggressive business expansion\. I build what I call Autonomous Growth Engines: systems that don't just report on the past, but predict and drive the future\. 🚀 Growth Strategy Owned the roadmap that scaled Origin Fresh to 200\+ peak daily orders — through funnel optimisation, unit economics, cohort analysis, and omnichannel expansion\. 🤖 Generative AI & Automation Building the next generation of internal tools: RAG pipelines, a custom Text\-to\-SQL GPT agent that gives any team member real\-time data access in plain English, and LLM\-powered workflow automation that cut analyst manual effort by \~60%\. 📈 Predictive Science Designed and deployed production ML models: → Churn Prediction \(LightGBM\) → 12% reduction → LTV Forecasting \(BG/NBD \+ Gamma\-Gamma\) → 6\-month revenue forecasts adopted into budget planning → RFM Segmentation → 15% customer reactivation uplift Outside of work, I independently ship AI products: 🔹 TheHireAI \(thehireai\.in\) — AI agent that screens candidates via live voice calls 🔹 Clarita \(clarita\-gi8w\.vercel\.app\) — personal AI with persistent memory across sessions 🔹 LLM Data Analyst — plain English → SQL → instant answer \(live on Hugging Face\) Tech stack: Python · SQL · LangChain · OpenAI · RAG · LightGBM · Scikit\-Learn · Supabase · VectorDB · Streamlit · Metabase · FastAPI I believe the most impactful people in tech are those who can architect the system and own the business outcome simultaneously\. Open to AI/ML Engineer and Data Scientist roles at growth\-stage startups\. 📩 ezychirag@gmail\.com

## Location

Bengaluru

## Work experience

Growth Data Science Manager at Origin Fresh, Mar 2026 \- Present · 6 mos, Promoted within 18 months to lead both the Growth and Data functions — managing a team of 4 across retention strategy, funnel analysis, customer behaviour, marketing, reporting automation, and AI integration\. Key outcomes: → Scaled daily orders to 200\+ peak through data\-backed growth strategy and funnel optimisation → Deployed a custom LLM data analyst agent \(LangChain \+ GPT\-4o\) internally — eliminated 3\+ hrs/week of manual SQL requests across growth and ops teams → Automated recurring reporting workflows with OpenAI APIs — reduced manual analyst effort by \~60% → Directed design of autonomous retention systems combining LTV scoring, churn signals, and RFM triggers Skills: Python · LangChain · OpenAI · Growth Strategy · Funnel Analysis · Team Leadership · Predictive Modelling

Data Analyst at Origin Fresh, Feb 2025 \- Apr 2026 · 1 yr 3 mos, Built the ML systems that power Origin Fresh's retention engine from scratch — churn model, LTV pipeline, and RFM segmentation — all designed, trained, and deployed independently\. → KMeans \+ rule\-based RFM segmentation → 15% customer reactivation uplift in 60 days → BG/NBD \+ Gamma\-Gamma \+ Random Forest LTV pipeline → 6\-month revenue forecasts adopted into budget planning → XGBoost \+ Logistic Regression churn classifier → 12% churn reduction in pilot \(3 at\-risk segments\) → Python/SQL pipelines from MySQL → Django web app → Metabase \+ Streamlit dashboards used daily by growth, ops, and marketing Skills: Python · SQL · Scikit\-Learn · XGBoost · LangChain · Streamlit · Metabase · Mixpanel

Data Analyst Intern at Origin Fresh, Sep 2024 \- Jan 2025 · 5 mos

Data Science Intern at Prodigy InfoTech, Jun 2024 \- Jun 2024 · 1 mo, Bengaluru, Karnataka, India, 🚀 Exciting Internship Experience at Prodigy Infotech 🚀 I am thrilled to share that this one\-month journey has been an incredible learning experience, filled with valuable insights, hands\-on projects, and the opportunity to work with an amazing team\.

## Education

Bachelor of Technology \- BTech, Artificial intelligence & Data science, Reva University

[View the original profile](https://tal.club/meet/chirag-33)

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