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Yashe2024/README.md

Yash Sinha

AI & Data Transformation Leader | GenAI Strategy | AI & ML | Technical Program Management | Product Management | AI Architecture | AI Governance | Data & BI | Cloud & Analytics | Enterprise GenAI | RAG | Agentic AI | Digital Transformation | Solution Architecture | Presales | Business Value & Technology Strategy

📍 New Delhi, India
💼 LinkedIn


About Me

I work at the intersection of business, data, and technology, helping organizations turn complex requirements, fragmented data, and emerging AI capabilities into scalable enterprise solutions.

With 11+ years of experience across AI/ML, Generative AI, Data & Business Intelligence, solution architecture, program management, product management, and digital transformation, my focus is on connecting strategy with execution.

I have worked across AI/GenAI solution delivery, enterprise analytics, BI governance, data transformation, cloud platforms, automation, and stakeholder-led technology initiatives.

My core strengths include:

  • AI & GenAI: LLMs, RAG, Agentic AI, AI solution design, evaluation, AI use-case strategy
  • AI Architecture: Solution architecture, system design, data flows, API integration, cloud-native delivery
  • Program & Product Management: Roadmaps, requirements, delivery governance, stakeholder management, cross-functional leadership
  • AI & Data Governance: AI governance, BI governance, access management, controls, auditability, data quality
  • Data & BI: Power BI, Tableau, SQL, DAX, data analytics, reporting transformation
  • Cloud & Engineering: AWS, Azure, GCP, Vertex AI, Python, APIs, automation

I approach AI initiatives from an enterprise value perspective:

Business problem → Solution fitment → Architecture → Delivery → Governance → Adoption → Measurable value


What I Work On

AI & Generative AI

  • GenAI strategy and enterprise use-case assessment
  • RAG architectures and knowledge systems
  • Agentic AI and multi-step AI workflows
  • LLM evaluation, cost and token economics
  • AI-assisted decision intelligence
  • AI governance and human-in-the-loop controls

Data & Business Intelligence

  • Enterprise BI strategy and modernization
  • Power BI, Tableau and analytics platforms
  • BI governance and operating models
  • Access, licensing and workspace governance
  • Reporting automation and adoption
  • Data quality, certification and value realization

Program & Product Leadership

  • Technical program management
  • Product strategy and roadmap development
  • Cross-functional delivery leadership
  • Requirements and solution fitment
  • Architecture and feasibility assessment
  • Presales and proposal support
  • Stakeholder and executive communication

Featured Areas

AI-Native Financial Transaction Monitoring System

Exploring an AI-native approach to transaction monitoring and financial crime investigation using:

Synthetic Data → Deterministic Rules → Risk Signals → AI-Assisted Investigation → Autonomous L1 Disposition → Auditability

Key themes include counterparty intelligence, behavioural anomaly analysis, rule-engine mapping, AI decisioning, token costing, synthetic data generation and human escalation controls.

Enterprise GenAI & RAG

Designing practical enterprise patterns for:

  • Retrieval-Augmented Generation
  • Vector search and embeddings
  • Knowledge retrieval
  • LLM evaluation
  • Agent orchestration
  • Cost and performance optimization

BI & Data Governance

Building governance-oriented approaches across:

  • Power BI
  • Tableau
  • Microsoft Fabric
  • Data access and licensing
  • Workspace governance
  • Automation
  • Data quality and certification

Technical Stack

AI / ML
Python · Machine Learning · NLP · Computer Vision · LLMs · RAG · Agentic AI · LangChain · LangGraph · Vertex AI

Data / BI
Power BI · Tableau · SQL · DAX · Power Query · Data Analytics · Data Governance

Cloud
AWS · Microsoft Azure · Google Cloud Platform · Vertex AI

Engineering / Delivery
APIs · Automation · Git · GitHub · Agile · Program Management · Product Management · Solution Architecture


Education & Professional Development

  • Artificial Intelligence Program — IIT Roorkee
  • Project Management Program — IIT Roorkee
  • Postgraduate Program in AI & ML — Texas McCombs School of Business
  • M.Tech, Design Engineering — Centurion University
  • B.Tech, Mechanical Engineering — Techno India University

Certifications

  • PMP — Project Management Institute
  • AWS Certified Solutions Architect
  • AWS Generative AI Essentials
  • Microsoft Power BI Data Analyst Associate
  • Tableau Certified Consultant
  • Salesforce Certified AI Specialist
  • 30+ certifications across AI, ML, BI, cloud and project/program management

Mentoring & Knowledge Sharing

I mentor professionals and postgraduate learners in AI/ML, analytics and technology careers, and create practical learning content around:

  • AI & Generative AI
  • Data Analytics & BI
  • AI architecture
  • AI governance
  • Program & product management

Selected Career Themes

AI & Technology Leadership
Leading AI/GenAI, data and technology initiatives from discovery and solution design through delivery and adoption.

Enterprise BI & Data Governance
Driving governance, automation, platform management, standards and value realization across enterprise analytics environments.

AI Presales & Solutioning
Translating business requirements into technical solution approaches, architecture options, estimates, feasibility assessments and POCs.

Business + Technology
Connecting technical decisions with business outcomes, operational efficiency, risk reduction and measurable value.


Connect

I’m interested in building and leading AI, GenAI, Data & Analytics, and digital transformation initiatives where technology needs to create measurable business value.

💼 LinkedIn

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