Artificial Intelligence

Machine Learning & AI Engineering Projects

Algorithmic foundation and neural models enabling predictive analytics, Natural Language Processing (NLP), computer vision, and generative intelligence.

Included Stacks:Scikit-LearnPyTorchTensorFlowHuggingFace TransformersspaCy

Curated by Ananya Verma

Verified by Rohit Sharma

Official Documentation

Active Guides

Machine Learning & AI Project Implementations

1 Guide

IntermediateFinal Year

Python

AI Resume Screening & Skill Matching Engine

An end-to-end NLP pipeline parsing unstructured candidate resumes (PDF/DOCX), extracting technical skill entities, and computing cosine similarity against job descriptions with FastAPI.

Core Competencies

Natural Language Processing (NLP)Named Entity Recognition (NER)TF-IDF & Dense Embeddings+3 more

Full Architecture & APIs

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Placement & Academic Articles for Machine Learning & AI

Academic & Major Projects

6 min read

How to Choose an AI/ML Final Year Project That Stands Out (Without a Supercomputer)

A pragmatic engineering framework for B.Tech & MCA students selecting Machine Learning major projects. Learn why toy datasets fail and how to build verifiable NLP and predictive pipelines on local hardware.

Ananya Verma

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Complementary Projects in Other Stacks

IntermediatePortfolio

TypeScript, JavaScript, Python

Real-Time Collaborative Code Editor & Runner

Browser-based collaborative IDE supporting multi-user concurrent code editing via Operational Transformation (CRDT / Yjs), real-time WebSockets, Monaco Editor, and containerized code execution.

Core Competencies

React & TypeScript Component State ManagementWebSocket Protocols & Socket.io Room PartitioningConflict-Free Replicated Data Types (CRDTs)+3 more

Full Architecture & APIs

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AdvancedFinal Year

Java, SQL

Cloud-Native Banking & Transaction Engine

Distributed FinTech backend implementing ACID-compliant fund transfers, idempotency keys, JWT role-based security, and event-driven audit logging with Spring Boot and PostgreSQL.

Core Competencies

Spring Boot 3 & Spring Data JPAACID Transaction Isolation & Pessimistic LockingIdempotency Key Patterns in Financial APIs+3 more

Full Architecture & APIs

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