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Shantanu's AI assistant — projects, experience, skills, or connect.
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Selected Works
A curated selection of AI & ML projects — from RAG pipelines and LLM agents to deep learning research and computer vision systems.
CIP Confluence Digest
AI-powered pipeline monitoring 20+ Confluence pages and auto-generating executive email digests for 50+ stakeholders.
AiRRVie – Rice AI
AI Rice Farming Assistant for Vietnam's Mekong Delta — part of Ireland's UN SDG 2 initiative.
AI CV Builder
Full-stack 5-agent AI pipeline that tailors resumes for any job — ATS optimised, one click.
ScholarGenie
LLM-powered research paper discovery agent with streaming summarisation.
Face Verification CNN
Siamese CNN achieving 91.25% accuracy on 13,000 facial images — published research.
Kind Words
Feedback from collaborators, mentors and colleagues I've had the pleasure of working with.
Insights
Technical deep-dives on AI engineering, LLM systems, and cloud-native ML — lessons from building real production systems.
Technical Arsenal
From ML pipelines and LLM apps to cloud infrastructure and data engineering — end-to-end AI development.
AI & ML
Cloud & MLOps
Data & Backend
GenAI & LLM
My Journey
From writing my first "Hello World" to building complex applications. Here is a glimpse into my professional evolution.
Data Science Intern
Eaton, Dublin, Ireland
Designed and developed the Center of Intelligent Power (CIP) Confluence Intelligent Digest — an AI-powered RAG pipeline monitoring 20+ Confluence wiki pages, detecting block-level content changes, and generating executive email summaries for 50+ stakeholders. Built on Azure Functions with a multi-agent GPT architecture, Azure AI Search with vector embeddings, and a Next.js self-service portal with Azure AD SSO deployed on Databricks.
Data Scientist Intern
CeADAR – Ireland's Centre for Applied AI, Dublin
Led AI development for the AiRRVie project (Government of Ireland / UN SDG 2: Zero Hunger) — built a production-style LLM & Agentic-AI pipeline with RAG for rice farming guidance. Developed a farmer-facing conversational web app with voice interaction, computer vision for rice disease detection, and full backend/frontend deployment on cloud infrastructure.
MSc Computer Science
University College Dublin, Ireland
First Class with Honours (1:1). Relevant modules: Cloud Computing, Multi-Agent Systems, Distributed Systems, Big Data Programming, Generative AI, Machine Learning, RDBMS.
Software Engineer – SQL, Java & AI
LTIMindTree, Mumbai (Citibank client)
Optimized Oracle SQL queries improving data retrieval for Citibank's reporting systems. Developed Java modules for intelligent data validation and designed ML pipelines with quality checks and logging on AWS (Lambda + S3).
Programmer Analyst Trainee
Cognizant Technology Solutions, Bangalore (Kohl's Corp US)
Built a conversational AI chatbot using Google Dialogflow for CRM automation. Developed backend services in Java & Spring Boot and improved chatbot prediction accuracy by 18% through NLP preprocessing and intent classification.
BE Computer Science (AI-ML)
Savitribai Phule Pune University, India
First Class with Honours, CGPA 8.97/10. Relevant modules: Object-Oriented Programming, Cloud Computing, Blockchain, AI-ML, Web Technologies.
Industry Certifications
Validated expertise across cloud platforms and data science.
Microsoft
Azure Fundamentals
AZ-900
Verified Badge
Amazon Web Services
Cloud Practitioner
AWS CCP
Verified Badge
Oracle
Database SQL Certified
1Z0-071
Verified Badge
University of Michigan
Data Science
Specialisation
Verified Badge
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Let's work
together.
I'm currently open to full-time roles in AI/ML and Data Science, and available for research collaborations. If you have an exciting problem to solve, I'd love to hear about it.
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