roadmap to applied ai

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

A high level scripting API for Conversational Insights

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.

Aditi Khare - AI Research Junction - Research Simplified: GenAI, Quantum AI & Computer Vision

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

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!

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

The objective of this project was to predict which of the provided pairs of questions on Quora contain two questions with the same meaning.

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

An iOS app that facilitates the job application tracking process by automatically adding trackings by email parsing, as well as the ability to manually add a past job, or even paste a past email!

🚀 LLM-powered job platform connecting developers & companies • React + Node.js + MongoDB + OpenAI • AI-generated cover letters, bios & job descriptions

A curated collection of my AI & ML projects - crafting tomorrow’s smart solutions with innovation & precision

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

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

Production-grade multi-agent content generation system that transforms structured product data into machine-readable pages using modular agents, reusable logic blocks, template engines, and orchestrated automation flows

Multi-agent GenAI system that automates hydrology literature reviews using CrewAI and LLM orchestration. The pipeline searches peer-reviewed journals, extracts methods and findings, performs thematic synthesis, and generates publication-ready reviews with citations, reducing manual research time from days to hours.

HappyBot Landing Site - A simple, engaging, and responsive static website for HappyBot—your friendly Singaporean companion on Telegram. This site introduces new users to HappyBot’s features, offers quick-start guidance, and provides FAQs and tips for existing users.

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