---
title: "anuj tyagi - Product Development Manager in Bengaluru | Tal"
description: "Meet anuj tyagi, Manager, Product Development, Computational Biology, Precision Oncology, AI Driven Drug Discovery based in Bengaluru. AI stack includes claude code, claude, and cursor."
image: "https://tal.club/meet/anuj-tyagi/share-image"
---

# anuj tyagi on Tal

## Headline

Manager, Product Development, Computational Biology, Precision Oncology, AI Driven Drug Discovery

## About

I work at the intersection of precision oncology, computational science, and product development — translating complex molecular and genomic data into clinical decisions that reach patients\. Over 17\+ years, I've led product development initiatives that advance precision medicine through scalable decision frameworks integrating computational modeling, clinical evidence, and real\-world data\. My focus has consistently been on bridging scientific discovery and clinical application — making sure innovation doesn't stay confined to research, but becomes a validated, deployable tool clinicians can act on\. I lead multidisciplinary teams spanning computational biology, framing the right problems, defining success metrics, building and validating predictive models against survival and response outcomes in independent real\-world cohorts, and designing for real\-world, regulated \(SaMD\-grade\) deployment\. I'm now focused on the next phase of data\-driven, personalized oncology — hybrid systems that combine computational models for biological grounding with AI/ML for scale and pattern discovery, alongside the evaluation frameworks that tie model behavior to real clinical decisions and outcomes\. I'm especially interested in real\-world and clinico\-genomic data strategy, biomarker and therapy\-response prediction, and bringing trustworthy AI products to precision medicine across diverse healthcare settings\. What I bring: Product leadership across the lifecycle — from problem framing and success metrics to validated, deployable clinical decision support Breadth across oncology — multiple disease areas, biomarker strategies, and therapy\-response decisions on one scalable platform Data and evidence strategy — real\-world, clinical, and genomic data integrated into decision frameworks that work in practice Interpretability and trust — predictions clinicians and regulators can understand and stand behind Cross\-functional leadership and mentorship across science, data, engineering, and product I've authored 35\+ peer\-reviewed publications and conference presentations in oncology and computational science, and I lead a team of \~20\. My broader goal is to help shape the future of AI\-enabled, personalized oncology care — and to support its adoption across real\-world healthcare systems\. If you're working on ambitious problems in AI\-enabled precision medicine — or want to compare notes on turning models into real clinical decisions — let's connect\.

## Location

Bengaluru

## AI stack

claude code

claude

cursor

langgraph

langsmith

n8n

## Work experience

Product Development Manager at Cellworks Research India Pvt\. Ltd\., May 2022 \- Present · 4 yrs 5 mos, Own product vision, roadmap, and end\-to\-end delivery of Global Clinical & Pharma Solutions — a unified, multi\-tenant precision\-oncology clinical decision support \(CDSS\) platform enabling clinicians and healthcare centres to register patient cases with EHR and genomic profiles and receive personalised reports of ranked next\-line therapy combinations, each with a mechanistic rationale, from a cancer\-type\-agnostic predictive\-simulation engine\.

Lead Scientist at Cellworks Research India Pvt Ltd, Feb 2010 \- Apr 2022 · 12 yrs 3 mos, BANGALORE

Associate Scientist Computational Modeling at CELLWORKS RESEARCH INDIA PRIVATE LIMITED, Jun 2009 \- Jan 2010 · 8 mos

Intern at CELLWORKS RESEARCH INDIA PRIVATE LIMITED, Nov 2008 \- May 2009 · 7 mos, Worked to built mechanistic models for metabolic syndromes\. Design predictive models for skeletal muscle ,\.liver, pancreas and beta cells to design the computational system for type2 diabetes\.

## Education

PGDB, Bioinformatics, IBAB

Master of Science, Life Sciences, CCS \(Chaudhary Charan Singh\)University

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

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