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

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

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.

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!

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

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

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

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

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

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

Automatically extracts, validates, and structures invoice data from images and PDFs using OCR + a local LLM—eliminating manual data entry.

Local AI Sales Assistant that converts conversations into structured CRM data and automated follow-ups.

Local-first workflow automation platform with FastAPI, rule engine, and auditable operations pipeline.

An applied AI system using LLM routing, hybrid retrieval, and structured positive/negative reasoning for decision support.

No description provided.

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

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

StyloLab is an exploratory AI/NLP project for structured text analysis and comparison.

🌍 Explore how prediction falters in moving systems, revealing the role of equilibrium and forces in uncertain environments.

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

Autonomous Metal is an autonomous AI workflow designed to mimic a quantitative commodity analyst, transforming market data and economic indicators into explainable forecasts and analyst-style insights for LME Aluminum price movements.

A Hybrid Cloud, Big Data-Ready AI Platform. Orchestrates distributed ETL (Apache Spark) and RAG pipelines on Azure (Terraform) using Apache Airflow, Postgres, and Qdrant.

Deterministic, event-driven multi-agent simulation for analyzing coordination failures in public infrastructure systems under stress.

applied artificial intelligence labs #1-3

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