roadmap to applied ai

Deploy, manage and monitor Gen AI workloads in minutes in your own tenancy and GPU infrastructure resources.

User libraries and content resources for using Quanser products, including research examples, teaching content, user manuals, guides and more.

An analytical essay on why prediction-based models fail in reflexive, unstable systems. This article argues that accuracy collapses when models influence behavior, and proposes equilibrium and force-based modeling as a more robust framework for understanding pressure, instability, and transitions in AI-shaped systems.

A high level scripting API for Conversational Insights

Applied AI and Agentic AI project repository from the IIIT Bangalore PGP program, focusing on LLMs, agentic workflows, automation, and real-world AI system design.

Fabien Conéjéro - CEO / Founder - Convergence Human & Technology | Full-Stack Developer | AI Expert | SEO / SMO / GEO | Project Manager | Artistic Director | FC84

Given a directed social graph, have to predict missing links to recommend users (Link Prediction in graph).

Research and development of executive AI systems for everyday life and industrial environments.

Applied artificial intelligence is the implementation of AI tech to solve real world problems. It is a rapidly growing field that is set to shape our future with cutting edge technologies and perhaps even change the world as we know it today!

End-to-end RAG system for grounded travel Q&A and itinerary generation, built to showcase applied AI system design.

AI-first manual checklist builder using PageIndex-style vectorless retrieval + local Gemma4 to generate grounded maintenance checklists with strict citations.

Knowledge initiative documenting Applied AI techniques for Materials Science and Engineering. Tutorials, case studies, and best practices for ML in materials informatics.

Projects related to content covered in CS-514 (applied AI) under Prof Piotr Gmytrasiewicz

Local-first personal AI assistant with chat, memory, coaching, and multimodal explain workflows.

A collection of notebooks from my applied AI minor, featuring projects in machine learning, deep learning, and a neural network built from scratch.

A governed system for translating applied AI research into auditable, decision-ready artifacts.

Applied AI system for resume skill extraction and career/course recommendations, using NLP, embeddings, and vector similarity search in a hybrid TypeScript (Express) and Python (FastAPI) architecture

Open knowledge base for applied AI and ML across architecture, governance, sourcing, privacy, compliance, and operations.

Pixel dataset generator is a research oriented electromagnetic data generation pipeline for pixelated RF layouts intended for training AI assisted RF Design models.