Shrish Tripathi

About Shrish Tripathi

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 architecturesApplied ML & AI Engineering – real-time inference, anomaly detection, predictive modeling, drift detection, model monitoringData Modernization – migrating legacy pipelines, enabling real-time analytics, and unifying enterprise data architecturesGenerative AI Solutions – architecting LLM-powered agents, document intelligence platforms, code converters, and enterprise knowledge botsEnterprise Architecture Leadership – aligning technical innovation with business strategy across complex organizationsWhat 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

Experience

1. Director - Engineering & Architecture

   EY

   Feb 2025 — Present

   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

Education

• Saraswati Shisu Mandir Senior Secondry School

  High School, Science

• REC Karnataka

  BE(Computer Science ), Computer science and Engineering

  2001 — 2005

• AnalyticPath

  Certified Data science Proffesional, Data Science

  2017 — 2018

• Indian Institute of Management Ahmedabad

  Business Analytic Program, Business Analytics

  2017 — 2019

Skills

• Requirements Analysis
• Test Planning
• Analysis
• Business Requirements
• Investment Banking
• Test Automation
• Cash Management
• Foreign Exchange
• Vbscript
• .net
• Asp.net
• Fixed Income Analysis
• International Logistics
• Javascript
• Agile Methodologies
• Sdlc
• Forex
• Loan Servicing
• Php4/5
• Html 5
• Css
• Html5
• Business Analysis
• Testing
• Software Project Management
• Css3
• Ranorex 5.0
• Workday
• Fluxx
• Crm
• Sql
• Oracle