Deepak Yadav

Founder & Lead AI Engineer, Samdiv Technologies

Dublin, Ireland  |  MSc Artificial Intelligence (TUS, 2021)  |  20+ years in AI & engineering

Deepak founded Samdivtech to bring production-grade Agentic AI to healthcare and enterprise. With over two decades of hands-on engineering across global organisations — and the last six years focused exclusively on AI, LLMs, and multi-agent systems — he combines deep technical expertise with real-world delivery experience across Ireland, UK, US, Singapore, and India.

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Core strengths

Agentic AI & LLM Systems

Production LangGraph / LangChain supervisors with specialised agents, RAG with vector retrieval, MCP tooling, and CrewAI orchestration — built to run reliably in real enterprise environments.

Healthcare AI

Clinical NLP, medical imaging (YOLOv8, OpenCV), AI-assisted second opinion pipelines, and regulated documentation agents — built for auditability and safe clinical augmentation.

Machine Learning & Deep Learning

LSTM neural networks, multi-level NLP classification, unsupervised clustering, and production ML pipelines — including a documented uplift from 85% to 98% accuracy on a high-stakes classification task.

Cloud & Production Delivery

Azure and AWS delivery, MLflow, containerised workloads, CI/CD pipelines, microservices architecture, and MLOps — from architecture to live deployment and monitoring.

Proven outcomes

5-person Analyst team effort fully eliminated by production Agentic AI system at Circana
85% → 98% Accuracy uplift on high-stakes binary classification using LSTM deep learning
20+ years Engineering delivery across 5 countries and global brands including UBS, Maersk, AIB, Ericsson, Walgreens
Published External supervisor on peer-reviewed AI research combining generative AI & LSTM for intent classification (TUS, 2024)

Career summary

Over 20 years of software engineering and AI delivery across Ireland, UK, USA, Singapore, and India. Deepak has worked with globally recognised organisations in investment banking, retail, telecoms, logistics, and financial services — including UBS, Maersk, AIB, Ericsson, Walgreens, and Fidelity — progressing from software engineer through technical architect to senior machine learning engineer and AI lead. The last six years have been focused exclusively on production AI: Agentic systems, LLMs, RAG pipelines, clinical NLP, and healthcare AI — culminating in founding Samdivtech to bring that expertise to Irish healthcare and enterprise.

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Education

  • MSc (Hons), Software Design & Artificial Intelligence Technological University of the Shannon (TUS Athlone), Ireland  ·  2019 – 2021
  • Post Graduate Diploma, IT Systems Management All India Management Association  ·  2006 – 2008
  • B.Tech, Computer Science & Engineering Ideal Institute of Technology  ·  2000 – 2004

Certifications

  • ITIL V3 Foundation BIS  ·  Issued Jan 2012
  • Advance Certificate in Finance All India Management Association (Investment banking, portfolio management, risk management)  ·  Issued Jun 2008

Research & Publication

A Generative AI Enabled Ensemble Machine Learning Strategy for Intent Classification in Truncated Consumer Communication

TUS Athlone doctoral research  ·  Published 29 Oct 2024  ·  Deepak Yadav credited as external supervisor. Combines generative AI and LSTM ensembles for email and intent classification, using real Circana consumer data.

View on TUS Research

Technical skills

Python LangGraph LangChain Agentic AI RAG LLMs CrewAI MCP Machine Learning LSTM / Deep Learning NLP Medical NLP OpenCV YOLOv8 Azure AWS MLflow MLOps Microservices Spring Boot Apache Spark Docker / Kubernetes CI/CD Technical Architecture
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