Bengaluru, India

PRATEEK DUTTA

Sr. AI Developer & Generative AI Architect

3.8+ years building production-grade AI systems. Processed 500,000+ users daily with real-time facial biometrics • Reduced production TAT by 50-60% with AI automation.

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Who I am

Data & AI Developer with impact

Seasoned Data & AI Developer with 3.8 years delivering transformative solutions across Aviation, Healthcare, Finance, and Public Sector projects. Currently leading AI automation at KPMG India.
500K+
Users processed daily
Real-time facial biometric system for Government of India’s DigiYatra
50-60%
TAT Reduction
AI-powered workflow automation & bootstrap AI code editor

Architecting next-gen AI systems and leading teams that turn complex problems into production-ready solutions. Driven by research, patent innovations, and a mission to make advanced AI — especially agentic systems — accessible to everyone through my solutions ecosystems.

Delivered transformative AI solutions at scale, built high-impact teams, and reduced turnaround times by 60%. Passionate researcher, agentic AI builder, and creator of widely-used AI learning platforms.

— Prateek Dutta
Journey

Experience

May 2024 – Present
Sr. AI Developer
KPMG India • Bengaluru
  • • Automated workflows using Sentence-BERT, OpenAI Embeddings, Ollama & vLLM — reduced TAT by 50-60%
  • • Leading AI & Data team building LLM agents, RAG pipelines, and Business Development tools
Full experience & recommendations on LinkedIn
Jun 2023 – Apr 2024
Machine Learning Engineer
Dataevolve Solutions • Hyderabad
  • • Built contactless air check-in biometric system (DigiYatra) for Central Government of India
  • • Real-time face recognition POC for Passport & Visa services
Full experience & recommendations on LinkedIn
Jul 2022 – Mar 2023
Data Science Engineer
Konverge.AI • Nagpur
  • • Developed Text-2-Video synthesis platform with custom avatars using GANs & Graph Neural Networks
Full experience & recommendations on LinkedIn
Expertise

Core Skills

Computational & ML

Machine Learning Deep Learning Computer Vision NLP TensorFlow BERT Python Transfer Learning ResNet EfficientNet Inception VGG Model Finetuning (LoRA / QLoRA / PEFT)

Generative AI

LangChain LlamaIndex RAG Knowledge Graph + LLM Ollama CrewAI LangGraph Mistral Gemma Falcon Hugging Face Prompt Engineering OpenAI XAI Semantic Kernel AutoGen

Vector Databases & MLOps

Pinecone Weaviate Milvus FAISS Chroma Model Serving Monitoring Prompt/Response Logging Feedback Loops

Data/Cloud/Soft Skills

PowerBI QuickSight SQL Dash Tableau AWS Leadership Adaptability Problem Solving Teamwork Research & Development HTML/CSS/JS MS Word MS Excel

Research & Recognition

23
Research Papers
Published in IEEE, SCI, Springer, Scopus & AIP
View on Google Scholar →
02
Books Published
Python with AIML & Introduction to AI Applications
01
Indian Patent
AI-Based Disease Diagnostic System (Inventor)
©
Copyright
AI RISK INTELLIGENCE ASSESSMENT Framework
72
Hackathons
Participated at National & International level Technological Hackathons among which won 5 of them &got 1st prize in IEEE International Project Hackathon
Key Impact Highlights
  • 🏆
    Invented & secured Indian Patent for “AI-Based Disease Diagnostic System” as sole inventor
  • 📚
    Published 20 research papers in top-tier venues — IEEE, SCI, Springer, Scopus & AIP. Ranked in Top 10% Industrial AI Researcher globally by Elsevier
  • 📖
    Authored 2 books on Python with AIML and Introduction to Applications of AI
  • 🎥
    Pioneered Text-to-Video synthesis platform with custom user-choice avatars using DCGAN, StyleGAN & GraphSAGE
  • 🧠
    Designed multi-step reasoning, self-reflective AI agents for real-time Passport & Visa face recognition POC for Government of India
  • 🤖
    Developing Agentic System to perform autonomous activities around B2B sector.
Builds & Demos

Featured Work

Portfolio
My Complete Portfolio
Shambhu.AI (Code Gen), AirID-Check (DigiYatra), Calculas.AI, MetaLens.AI and 12+ more production-ready AI products
View all 15+ projects
ModelX
v2026
AI Models Compendium
Comprehensive guide to 50+ AI models across 12 categories with 200+ real use cases
Explore now →
Devlytics
Analytics & Development Guide
Curated learning paths for Data Analytics, BI, ML, and modern web development
Explore now →
Agentic AI
Intelligence.Agent
Master real-world AI Agents • From fundamentals to advanced RAG & autonomous systems
Explore now →
ARIA
AI Risk & Audit
AI Risk Assessment Framework
ARIA is a browser‑based framework to assess AI systems across eight dimensions and generate an audit‑ready PDF report. It uses a structured, three‑layer scoring model: inherent risk, control effectiveness, and residual risk.
Explore now →
NirogAI
Health Companion
NirogAI
NirogAI is a health companion web app built with plain HTML, CSS, JavaScript, and a tiny Node backend. The name comes from the Sanskrit idea of being "disease-free."
Connect for Demo →
ModelSure
Model Validation
ModelSure
An intuitive web-based guide that simplifies one of the most critical (and often overlooked) aspects of AI Systems — Model Validation.
Explore now →
Education
B.Tech in Artificial Intelligence
2019 – 2023
G H Raisoni College of Engineering, Nagpur
Certifications
Technical Product Management
IIBA • PMI
Generative AI for Product Managers
LinkedIn Learning
Consulting Foundations
KPMG
GenerativeAI for Supply Chain Professional
CSCMP
Azure AI Fundamentals
Microsoft
Applied Cryptography & Cryptanalysis
Infosec
Let’s build something incredible

Ready to collaborate or learn together?

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LinkedIn Google Scholar Portfolio Topmate prateekdutta2001@gmail.com