---
title: "Pradeep Sathishkumar - Business Data Scientist in Bengaluru | Tal"
description: "Meet Pradeep Sathishkumar, Data Scientist | Product Experimentation | GenAI Evaluation based in Bengaluru. AI stack includes antigravity, claude code, and cursor."
image: "https://tal.club/meet/pradeep-sathishkumar/share-image"
---

# Pradeep Sathishkumar on Tal

## Headline

Data Scientist \| Product Experimentation \| GenAI Evaluation

## About

I am a Senior Data Scientist and Analytics Lead with 9\+ years of experience bridging deep quantitative modeling, product experimentation, and business strategy\. Throughout my career across Google and Fidelity Investments, I have specialized in architecting large\-scale experimentation platforms and driving data\-informed product roadmaps\. Core Areas of Expertise: 🔬 Experimentation & Causal Inference: A/B Testing, CUPED Variance Reduction, Delta Method, Sample Ratio Mismatch \(SRM\) Detection, Difference\-in\-Differences \(DiD\), Propensity Score Matching \(PSM\)\. 🤖 Applied Machine Learning & GenAI: Adverse Impact & Algorithmic Fairness Analysis, LLM\-as\-a\-Judge Evaluation Protocols, Customer Segmentation \(Gaussian Mixture Models\), Churn Forecasting & Survival Analysis\. 📈 Growth & Marketing Science: Marketing Mix Modeling \(MMM\), Multi\-Touch Attribution \(MTA\), Customer Lifetime Value \(LTV\) Optimization, Funnel & Cohort Analytics\. 🛠️ Technical Stack: Python \(Scikit\-Learn, PyTorch, Pandas, NumPy\), Advanced SQL \(BigQuery, Spark\), R, Apache Airflow, dbt, Apache Kafka, Looker, Tableau\. Always excited to connect with peers and leaders in Data Science, Product Analytics, and Applied AI\.

## Location

Bengaluru

## AI stack

antigravity

claude code

cursor

claudecode

Langflow

Suno

## Work experience

Business Data Scientist at Google, Jun 2024 \- Present · 2 yrs 3 mos, On\-site, AI Fairness

Senior Lead at Fidelity Investments, Sep 2023 \- Jun 2024 · 10 mos, Product Gap Analysis: Identified high user drop\-off within a $12B revenue funnel caused by static engagement; replaced generic flows with data\-driven user journeys to improve conversion rates Behavioral Personalization Engine: Owned the product roadmap for a behavioral decision engine across a $12B portfolio, delivering hyper\-personalized digital journeys that increased long\-term LTV

Lead at Fidelity Investments, Apr 2019 \- Sep 2023 · 4 yrs 6 mos, Conversion Funnel Optimization: Executed A/B testing programs on 30\+ platform enhancements to validate site features & transaction flows, delivering a 5% improvement in lead\-to\-conversion rates Opportunity Mining: Developed an automated analysis framework to uncover systemic friction points in the digital investment journey, identifying a $2\.05B opportunity pipeline for the strategic product roadmap Cross\-Functional Alignment: Partnered closely with Engineering, Marketing, and Data Science teams to integrate deep segmentation insights into GTM strategies and long\-term product vision

Analyst at Accenture, Jun 2015 \- Jun 2017 · 2 yrs 1 mo, Responsible for performing ETL tasks and designing & deploying data pipelines from cloud sources to create robust data lakes, establishing a strong foundation in data warehousing principles

## Education

Master of Business Administration \- MBA, Indian Institute of Management, Kozhikode

Bachelor of Technology \- BTech, Information Technology, SSN college of engineering

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

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://tal.club/meet/pradeep-sathishkumar#person",
      "name": "Pradeep Sathishkumar",
      "url": "https://tal.club/meet/pradeep-sathishkumar",
      "image": "https://tal.club/meet/pradeep-sathishkumar/profile-photo.jpg",
      "description": "Meet Pradeep Sathishkumar, Data Scientist | Product Experimentation | GenAI Evaluation based in Bengaluru. AI stack includes antigravity, claude code, and cursor.",
      "jobTitle": "Business Data Scientist",
      "worksFor": {
        "@type": "Organization",
        "name": "Google"
      },
      "hasOccupation": {
        "@type": "Occupation",
        "name": "Business Data Scientist"
      },
      "homeLocation": {
        "@type": "Place",
        "name": "Bengaluru"
      },
      "alumniOf": [
        {
          "@type": "EducationalOrganization",
          "name": "Indian Institute of Management, Kozhikode"
        },
        {
          "@type": "EducationalOrganization",
          "name": "SSN college of engineering"
        }
      ],
      "knowsAbout": [
        "antigravity",
        "claude code",
        "cursor",
        "claudecode",
        "Langflow",
        "Suno"
      ],
      "mainEntityOfPage": {
        "@id": "https://tal.club/meet/pradeep-sathishkumar#webpage"
      }
    },
    {
      "@type": "ProfilePage",
      "@id": "https://tal.club/meet/pradeep-sathishkumar#webpage",
      "url": "https://tal.club/meet/pradeep-sathishkumar",
      "name": "Pradeep Sathishkumar on Tal",
      "description": "Meet Pradeep Sathishkumar, Data Scientist | Product Experimentation | GenAI Evaluation based in Bengaluru. AI stack includes antigravity, claude code, and cursor.",
      "dateModified": "2026-08-02T03:35:54.609Z",
      "isPartOf": {
        "@id": "https://tal.club/#website"
      },
      "mainEntity": {
        "@id": "https://tal.club/meet/pradeep-sathishkumar#person"
      },
      "primaryImageOfPage": {
        "@type": "ImageObject",
        "url": "https://tal.club/meet/pradeep-sathishkumar/profile-photo.jpg",
        "contentUrl": "https://tal.club/meet/pradeep-sathishkumar/profile-photo.jpg",
        "caption": "Pradeep Sathishkumar profile photo on Tal"
      },
      "inLanguage": "en-IN"
    }
  ]
}
```