AI/ML Projects
1164 projects · Page 1 of 49
Vertex AI ML Pipeline with Metric-Gated Model Registration
Already built, 11 tests passing and the pipeline compiles locally. You will learn production ML pipelines - ingest, train, evaluate, quality gate and conditional model registration.…
SehatSathi: AI Follow-Up Companion for ASHA Health Workers
Already built (v1.2.0, 49 passing tests, public repo). You will learn health-tech product design, danger-sign triage logic, helpline integration and large-scale multilingual localisation.…
SolveScope: Full-Page Maths Scanner and Step-by-Step Solver
Already built in the apps portfolio. You will learn page segmentation, problem detection and building a rule-based symbolic solver that shows verified steps.…
AisleVerdict: Food-Label Scanner with Ingredient Red Flags
Already built in the apps portfolio. You will learn label OCR, ingredient risk rule engines and expiry-date intelligence that works without a barcode database.…
RAG-Based College Assistant: Chat with Your Notes and PDFs
Build a retrieval-augmented assistant over lecture notes and textbooks. You will learn embeddings, vector search, chunking strategy and grounded answer generation.…
Agentic AI Study Planner with Tool-Using LLM Agents
Build a multi-step agent that plans study schedules, calls calendar/quiz tools and revises plans from progress. You will learn agent loops, tool calling and state management.…
LLM Resume Screener with Explainable Match Scoring
Build a screening tool that scores resumes against a job description with reasons for every score. You will learn text embeddings, skill extraction and bias-aware ranking.…
Sign Language to Text and Speech Translator (Real-Time)
Build a webcam system that recognises Indian Sign Language gestures and speaks them aloud. You will learn landmark features, sequence models and real-time inference.…
Driver Drowsiness and Distraction Detection System
Build a camera system that detects yawning, eye closure and phone distraction and raises alerts. You will learn face-landmark analysis and temporal alert logic.…
AI Proctoring System: Face, Gaze and Object Detection for Online Exams
Build an exam-monitoring system that flags multiple faces, gaze drift and banned objects. You will learn multi-signal fusion and event logging for review.…
Plant Leaf Disease Detection with Treatment Advisory
Build a mobile app that identifies crop leaf diseases from photos and suggests treatments. You will learn transfer learning, dataset curation and field-ready deployment.…
Fake News Detection Using NLP and Source Credibility Signals
Build a classifier that separates real from fake news using text and credibility features. You will learn text classification, feature engineering and model evaluation.…
Sentiment Analysis Dashboard for Product Reviews
Build a dashboard that tracks sentiment trends across thousands of reviews. You will learn fine-tuning transformer models and interactive analytics design.…
Handwritten Digit and Text Recognition (OCR) System
Build an OCR pipeline for handwritten forms. You will learn CNN-RNN architectures, CTC loss and post-processing for real-world documents.…
AI Mock Interview Coach with Speech and Answer Feedback
Build a coach that interviews students by voice and scores answers, pace and filler words. You will learn speech-to-text pipelines and rubric-based LLM evaluation.…
Smart Attendance System Using Face Recognition
Build a classroom attendance system that marks students from a group photo. You will learn face embeddings, matching thresholds and anti-spoofing basics.…
Crop Recommendation System from Soil and Weather Data
Build a system that recommends crops from soil NPK, rainfall and season. You will learn classification model selection and API integration for live weather.…
Stock Price Trend Prediction with LSTM and News Sentiment
Build a predictor that combines price history with headline sentiment. You will learn time-series preparation, sequence models and honest backtesting.…
AI-Based Traffic Congestion Prediction and Signal Timing
Build a model that predicts junction congestion and suggests signal timings. You will learn traffic feature engineering and regression model tuning.…
Medical Report Simplifier: Explain Lab Reports in Plain Language
Build a tool that converts lab reports into simple explanations with range flags. You will learn document parsing, safe medical wording and LLM guardrails.…
Voice-Controlled Smart Home Assistant (Offline Commands)
Build a voice assistant that controls lights and appliances without cloud services. You will learn offline speech recognition and MQTT device messaging.…
Image Captioning and Visual Question Answering System
Build a system that describes images and answers questions about them. You will learn vision-language models and evaluation of generated captions.…
Plagiarism Detection System for Assignments and Code
Build a checker that finds copied text and similar code across submissions. You will learn document fingerprinting, similarity metrics and code-token analysis.…
Recommendation Engine for E-Learning Courses
Build a recommender that suggests next courses from learner behaviour. You will learn matrix factorisation, cold-start handling and ranking metrics.…