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Kapamania/README.md

πŸ‘‹ Hi, I'm Manashi Sarkar

Senior Technical Architect | Data & AI | Business Strategist

πŸ“ Based in Kolkata, India | πŸ”— LinkedIn | βœ‰οΈ Email


πŸš€ About Me

I build scalable data platforms and AI-driven business solutions at the intersection of technology and strategy. With 11+ years of experience, I specialize in:

  • Modern Data Systems: Data Mesh, Big Data (Spark, Kafka), Cloud Warehousing (Snowflake, BigQuery)
  • Generative AI: LLM Agents, RAG Pipelines, OpenAI/Gemini Integration
  • Business Growth: Tech-led revenue optimization, Portfolio Management, M&A Due Diligence
  • Leadership: Scaling engineering teams, C-suite advisory, Pre-sales & Consulting

"Turning complex data into actionable insights and revenue opportunities."


πŸ› οΈ Technical Toolkit

πŸ“Š Data & AI
Data Mesh Apache Spark Kafka Python PySpark MLOps LangChain LLMs

☁️ Cloud & DevOps
AWS GCP Azure Docker Kubernetes Terraform

πŸ’‘ Business & Strategy
Digital Transformation P&L Management Go-to-Market Strategy Financial Modeling


πŸ”₯ Recent Projects

1. AI-Powered Data Mesh Platform

βœ… Built a decentralized data platform using Data Mesh principles (AWS/GCP)
βœ… Enabled 40% faster cross-team data sharing for a Fortune 500 client
▢️ GitHub Repo | Case Study

2. GenAI for Financial Advisory

βœ… Developed a multi-agent LLM system for investment recommendations
βœ… Reduced research time by 65% for a hedge fund
▢️ Demo

3. Scalable Microservices Framework

βœ… Architected a cloud-native platform handling 10M+ daily transactions
βœ… Cut infra costs by 30% via Kubernetes optimization
▢️ Architecture Diagram


πŸ“ˆ Business Impact

  • $15M+ revenue generated through AI/cloud solutions (2020–2023)
  • 50% cost reduction in data pipelines for a Bain client (2022)
  • Led 5+ M&A tech assessments for private equity firms

πŸ“« Let’s Collaborate!

  • 🀝 Consulting: Need help with data strategy or AI adoption?
  • πŸ’‘ Open Source: Contributing to projects in GenAI, Data Engineering.
  • 🎀 Speaking: Invite me to talk about Data Mesh, AI Agents, or Tech-Business Alignment.

πŸ“© Reach out: Email | LinkedIn


🎨 Fun Fact

When not architecting systems, I’m [hobby, e.g., "writing tech blogs," "playing chess," or "exploring VC startups"].

Footer "Code, Data, Strategy β€” Building the Future."

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