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Everything below was built from scratch by IPEC learners as capstone projects — real, industry-grade AI-ML, Generative AI and Agentic AI systems that are live on the internet right now. This is proof, not promises.
No templates. Every model, pipeline and app engineered by the learner.
Real URLs you can click today — shipped, not just notebooks.
LLMs, RAG, agents, deep learning, computer vision — the tech companies hire for.
Comprehensive, immersive, hands-on practical training. No filler.
Featured learners
Live AI apps deployed
Months immersive training
Built from scratch
Real learners, real capstone projects, real deployments — spanning AI-ML, Generative AI, Agentic AI, NLP and LLMs. Hit “Live demos” on any card to open every app that learner shipped, one by one or all at once.
Generative AI & Agentic AI
AI-ML Engineer, iPEC Solutions
An intelligent shopping assistant built with Retrieval-Augmented Generation (RAG) for contextual product support and automated
AI-ML & Agentic AI
25 deployed AI products
An autonomous AI agent that analyses data, surfaces insights and writes automated reports — one of 25 AI products she designed and
Generative AI Certification
Applied AI in Finance (BFSI)
A credit-risk platform combining ML default prediction (XGBoost + SHAP) with a RAG document-intelligence system for analysing
Deep Learning & Computer Vision
Vision & deep-learning builds
A deep-learning system that recognises handwritten Devanagari characters — one of six computer-vision and deep-learning apps she
AI-ML & Data Science
EdTech capstone
Predicts at-risk students and recommends timely interventions, trained end-to-end on the UCI Student Performance dataset. Live demo &
AI-ML & Data Science
Energy / IoT capstone
Forecasts and optimises household energy consumption using the UCI Individual Household Electric Power Consumption datase
AI-ML & Data Science
PropTech capstone
Predicts property prices from housing features, built end-to-end on the Ames Housing benchmark dataset. Live demo & code link to be…
AI-ML & Data Science
Transport / safety capstone
Predicts accident severity to support road-safety decisions, trained on the US Accidents (2016-2023) dataset. Live demo & code link to be…
AI-ML & Data Science
Retail analytics capstone
Segments online shoppers and surfaces customer intelligence from the UCI Online Retail II dataset. Live demo & code link to be added.
iPEC Solutions is a service-oriented organization in Information Technology (IT) domain, founded with the aim to create significant space into IT Training & Consulting, Managed IT Services & Tech Transformation.
