MRParchment Map

Project map · detailed folios

All major builds, arranged as expedition records.

Filter the archive by project type and open the repositories for implementation proof.

01

Customer AI

Customer Intelligence System

RFM features, K-Means, Random Forest baselines, neural embeddings, PCA/t-SNE visuals, and recommendation intelligence. Repository
02

ML Web App

Student Performance Risk Portal

Risk classification API with confidence scores, influencing factors, and actionable academic recommendations. Repository
03

Computer Vision

Sign Language Detection

CNN and SignFormer-style gesture recognition using MediaPipe, OpenCV, and webcam inference. Repository
04

Motorsport ML

F1 Pit Prediction

CatBoost classifier with GroupKFold validation, threshold tuning, telemetry, tyre, and race-pressure features. Repository
05

Library

myMLlib

Custom ML library for first-principles implementations, reproducible experiments, and algorithm clarity. Repository
06

NLP System

Email Spam Classifier

TensorFlow spam detection with TF-IDF vectorization and observed high-accuracy classification workflow. Repository
07

Medical AI

Breast Cancer Detection

NumPy logistic regression from scratch for diagnostic inference and convergence analysis. Repository
08

Generative NLP

Shakespeare LSTM Generator

Character-level recurrent sequence model trained for stylized language generation. Repository
09

Math-Only Modeling

Hyderabad House Rent Predictor

Rental-price model built without scikit-learn to emphasize direct mathematical interpretation. Repository
10

Conversational AI

LSTM Chatbot with Word2Vec

Tokenization, Word2Vec embeddings, LSTM sequence learning, and response generation. Repository
11

Open Source

AegisAI Guard Safety Pipeline

GSSoC contribution work for a standardized training pipeline in AI safety prediction. Repository
12

Merged PR

Disease Prediction Preprocessing

Merged PR #246 under Issue #243 with a standardized preprocessing module. Repository