---
title: "Shrish Tripathi - Director - Engineering & Architecture in Pune District | Tal"
description: "Meet Shrish Tripathi, Director- Engineering & Architecture || Bayesian mindset | Statistical Machine Learning | Statistics are my love language |TOGAF9 certified | Kaggle Bronze survivor| Author based in Pune District. AI stack includes antigravity and codex."
image: "https://tal.club/meet/shrish-tripathi-1/share-image"
---

# Shrish Tripathi on Tal

## Headline

Director\- Engineering & Architecture \|\| Bayesian mindset \| Statistical Machine Learning \| Statistics are my love language \|TOGAF9 certified \| Kaggle Bronze survivor\| Author

## About

Some people meditate for peace — I ask hard questions to machines and humans\. As an AI/ML Architect, my day job is decoding complex systems — whether it’s neural networks, enterprise data flows, or the minds of brilliant technologists\. Not literally, of course\. I spend my time learning from experts: their architectures, trade\-offs, and sometimes their production disasters\. And I love sharing those lessons with others along the way\. Early in my career, navigating AI, business, and life felt like tuning a model with missing labels — confusing, slow, and occasionally broken\. But it gets better when you learn from the right people \(and patterns\)\. I specialize in: Statistical Machine Learning – logistic regression, hypothesis testing, time\-series forecasting, Bayesian inference, clustering \(K\-Means, DBSCAN\), PCA, feature selection, and model interpretability Cloud Transformation \(AWS, Azure, hybrid\) – building scalable, secure, and cost\-optimized ML/AI architectures Applied ML & AI Engineering – real\-time inference, anomaly detection, predictive modeling, drift detection, model monitoring Data Modernization – migrating legacy pipelines, enabling real\-time analytics, and unifying enterprise data architectures Generative AI Solutions – architecting LLM\-powered agents, document intelligence platforms, code converters, and enterprise knowledge bots Enterprise Architecture Leadership – aligning technical innovation with business strategy across complex organizations What sets me apart is my ability to blend statistical rigor with system\-level thinking — whether it’s optimizing mission\-critical systems, improving explainability in ML pipelines, or designing GenAI accelerators that actually scale\. I thrive in high\-stakes, multi\-stakeholder environments and bring a builder’s mindset to solve real\-world problems — with math, models, and a bit of madness\. Publication and Papers:  White Papers submitted on Logistic Regression and Forecasting \(IIM A\)  Research Paper published SOCGEN Improving Cluster Analysis  Participate as a speaker in HSBC Global Data and Analytic Symposium  Reviewer of Google Data Analytics with Google Cloud Platform Book \(BPB Publication\)  Statistical concepts for Machine Learning Book \(Launching soon\)  Corporate Trainer on Statistical data modelling and Machine Learning

## Location

Pune District

## AI stack

antigravity

codex

## Work experience

Director \- Engineering & Architecture at EY, Feb 2025 \- Present · 1 yr 7 mos, \- Lead and transform AI, Generative AI, LLM, OCR, Digitization,Analytics and Data sciences practice \- Build offerings, platforms, solutions, and capabilities \- to create differentiating position for Company in the market \- Primarily responsible for business growth and establishing Company as a thought leader in AI, Analytics and Data Sciences \- Contribute as a leader to position Company in Digital transformation services business leveraging future\-focused AI, Analytics/Data sciences capabilities \- Build /transform the practice leadership team to be a front line customer\-facing consulting and advisory engine \- Establish and nurture strategic relationships with partners and tool vendors \- Engage customers as a thought leader by building and leading an elite pool of architects/specialists/data scientists \- Work with all other practices to drive Analytics led the transformation of offerings as well as the way we deliver our services \- Manage Presales solutioning sales enablement responsibilities for practice \- Build and nurture a talented pool of specialists in practice as a people manager \- Establish connects with industry stakeholders and manage analyst relationships

Vice President \- Digitization\(Applied Machine Learning\) at Northern Trust, Dec 2023 \- Feb 2025 · 1 yr 3 mos, Bengaluru, Karnataka, India, Focus on understanding and translating operational/business needs to solution\-level architecture and process improvement\.Identify gaps in the processes and implement digital solutions to deliver expected business outcomes by leveraging AI/ML, Gen AI thereby enhancing organization’s capacity to achieve it's strategic goals\.

Architect \-Advance Data Analytics at EY, Dec 2021 \- Dec 2023 · 2 yrs 1 mo, Pune, Maharashtra, India

Solution Architect\- Lending, Payment at HSBC, Jan 2019 \- Dec 2021 · 3 yrs, Pune, Maharashtra, India, HSBC Kinetic \- A whole new world of business banking, in a smart app https://www\.hsbckinetic\.co\.uk  Leading Banking Product IT Team for HSBC Kinetic\. Product itself running Live in Apple Store and coming soon for Android in UK market\.  Comprehend Problem Statements and needs\.  Articulate Customer pain points with Architects and Design teams to arrive at feasible solutions\.  Brainstorm Ideas and devise Product Roadmap based on module components  Analyze and track Metrics – HEART & AARRR, Acquisition, Retention, Activation, Adoption, Happiness, Engagement, Conversion rate, Churn, Bounce rate to measure success and KPIs\.  Involved in Customer Segmentation and drafting Value Proposition for each Segment\.  Sketch low fidelity wireframes, flowchart for the UX Designers to offer intuitive and Self\-explanatory mock up pages\.  Ideate with Legal, Compliance and Content analysis team to extract consistent headers, messages, and Help texts\.  Deliver live demo to engage Stakeholders from the early stage of development\.  Built a modern SME commercial digital bank in HSBC – Kinetic \(https://hsbckinetic\.co\.uk\)\. First of its kind digital bank built on top of one major cloud provider and utilizing Kubernetes\.  Responsible for Data and Digital delivery with fully supported DevOps pipeline in place\.  Developing strategies for effective end to end Analytic solution  Leading and developing a team of data analytics and Analytic COE  Explain/present/justify results to stakeholders, and maintain analytic model  Review Data Collects, cleans, transforms and validate process for arriving at conclusions  Presents data in the form of charts, graphs and tables for immediate reference  Performs audit on all data for the purpose of business development resolution  Applied Analytics on Lending, Overdraft, Credit card Journey, Non\-profit Donor History, demographics, psycho graphics, campaign data, donation Non Profit Donor Analytics

Technical Architect at Cigniti Technologies, Aug 2014 \- Jan 2019 · 4 yrs 6 mos, New York City Metropolitan Area, 1\) Develop, process, cleanse and enhance data collection procedures from multiple data sources 2\) Conduct & deliver experiments and proof of concepts to validate business ideas and potential value\. 3\) Test, troubleshoot and enhance the developed models in a distributed environments \. 5\) Design and implement scalable predictive models, classifiers leveraging machine learning, data regression\.

## Education

Business Analytic Program, Business Analytics, Indian Institute of Management Ahmedabad

Certified Data science Proffesional, Data Science, AnalyticPath

[View the original profile](https://tal.club/meet/shrish-tripathi-1)

```json
{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://tal.club/meet/shrish-tripathi-1#person",
      "name": "Shrish Tripathi",
      "url": "https://tal.club/meet/shrish-tripathi-1",
      "image": "https://tal.club/meet/shrish-tripathi-1/profile-photo.jpg",
      "description": "Meet Shrish Tripathi, Director- Engineering & Architecture || Bayesian mindset | Statistical Machine Learning | Statistics are my love language |TOGAF9 certified | Kaggle Bronze survivor| Author based in Pune District. AI stack includes antigravity and codex.",
      "jobTitle": "Director - Engineering & Architecture",
      "worksFor": {
        "@type": "Organization",
        "name": "EY"
      },
      "hasOccupation": {
        "@type": "Occupation",
        "name": "Director - Engineering & Architecture"
      },
      "homeLocation": {
        "@type": "Place",
        "name": "Pune District"
      },
      "alumniOf": [
        {
          "@type": "EducationalOrganization",
          "name": "Indian Institute of Management Ahmedabad"
        },
        {
          "@type": "EducationalOrganization",
          "name": "AnalyticPath"
        }
      ],
      "knowsAbout": [
        "antigravity",
        "codex"
      ],
      "mainEntityOfPage": {
        "@id": "https://tal.club/meet/shrish-tripathi-1#webpage"
      }
    },
    {
      "@type": "ProfilePage",
      "@id": "https://tal.club/meet/shrish-tripathi-1#webpage",
      "url": "https://tal.club/meet/shrish-tripathi-1",
      "name": "Shrish Tripathi on Tal",
      "description": "Meet Shrish Tripathi, Director- Engineering & Architecture || Bayesian mindset | Statistical Machine Learning | Statistics are my love language |TOGAF9 certified | Kaggle Bronze survivor| Author based in Pune District. AI stack includes antigravity and codex.",
      "dateModified": "2026-08-02T01:36:07.807Z",
      "isPartOf": {
        "@id": "https://tal.club/#website"
      },
      "mainEntity": {
        "@id": "https://tal.club/meet/shrish-tripathi-1#person"
      },
      "primaryImageOfPage": {
        "@type": "ImageObject",
        "url": "https://tal.club/meet/shrish-tripathi-1/profile-photo.jpg",
        "contentUrl": "https://tal.club/meet/shrish-tripathi-1/profile-photo.jpg",
        "caption": "Shrish Tripathi profile photo on Tal"
      },
      "inLanguage": "en-IN"
    }
  ]
}
```