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Shiv Tripathi

@shivtripathi

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Forward Deployed Engineer at Kepler Cannon building AI platforms that turn review work into minutes.

India

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At Kepler Cannon, I built a self-hosted search system that helps consultants retrieve original slides from past client proposals and deliverables through a web app or Claude.ai. I also built an AI review portal that reduced a firm-wide profile-generation process from 14 days to 1–2 minutes.

I built an agentic PMO platform that turns project documents and transcripts into a central Project Brain, then generates decks and status reports on demand. Across financial-services engagements, I led agentic transformation work and created reusable Claude Skills and AI delivery assets.

At Fractal Analytics, I designed and deployed RAG and multi-agent systems for clients including Pfizer and Al-futtaim Group. My work also included automating causal and retention analysis for Sony PlayStation EA-Sports, where findings for retention analysis secured a contract renewal with Netﬂix for 3 years.

Experience

Work history, roles, and key accomplishments

Current

Forward Deployed Engineer

Current

Kepler Cannon

Mar 2026 - Present (8 months)

Developed client intelligence and HR performance tools, and built an agentic PMO automation platform. Led agentic transformation work across financial-services engagements.

Hybrid Retrieval BM25 RRF Cross Encoder Re Ranking MCP OAuth PKCE Authentication MFA Authelia AWS Cloudflare Caddy Claude Code Anthropic Agent SDK RAG Prompt Engineering

Data Scientist

Fractal Analytics

Jul 2021 - Feb 2026 (4 years 7 months)

Worked as a Data Scientist on various client engagements, including Pfizer, Al-futtaim Group, Sony PlayStation EA-Sports, and UK MARS Pricing Toolkit.

Forward Deployed Engineer-Gen-Ai

Pfizer

Aug 2025 - Dec 2025 (4 months)

Designed and deployed an enterprise-grade RAG system using ChromaDB and GPT-5/GPT-4o, improving retrieval accuracy by 35% and reducing manual reporting effort by 80%. Engineered automated ingestion pipeline from AWS S3 to ChromaDB with CI/CD workflows.

RAG ChromaDB GPT 5 GPT 4o OCR S3 EC2 GitHub Actions Docker Prompt Engineering Fine Tuning Intent Classification Classification Report

Forward Deployed Engineer- Gen-Ai

Al-futtaim Group

Apr 2025 - Aug 2025 (4 months)

Led a team to design and deploy a multi-agent evaluation system using Azure OpenAI and custom scoring algorithms, reducing manual RFP assessment time by 85%. Implemented RAG workflows and delivered UI/UX enhancements, securing the next MVP3 contract.

Azure OpenAI Crew AI RAG Jina AI UI UX Documentation Product Management Multi Agent Systems Evaluation Systems

Data Scientist – Causal Analysis and Automation Pipeline

Sony PlayStation EA-Sports

Oct 2022 - Apr 2025 (2 years 6 months)

Led end-to-end automation of causal tournament analysis and retention analysis across 13+ games on PS4 and PS5. Modernized legacy codebase and maintained dashboards for causal and retention analysis.

Causal Inference Retention Analysis Automation EDA ECDF ARPU ARPPU Dashboarding Python SQL

Data Analyst

UK MARS Pricing Toolkit

Apr 2022 - Jul 2022 (3 months)

Automated market analysis by deploying code on Azure for seamless processing of new market data. Updated and validated simulators with optimized coefficients and developed dynamic PowerBI dashboards.

Azure Power BI Data Analysis Simulation Market Analysis Python SQL