Selected work

AI case studies.

Production systems, research prototypes, and shipped products. Each one solving a concrete problem.

Generative AI & LLMs

Digital Marketing Assistant Chatbot

Intelligent content retrieval and generation across 150+ eBooks using OCR, RAG, and quantized LLMs.

LLMs LangChain Python Transformers
Generative AI & LLMs

AI-Powered Resume Analysis System

Section-aware resume analysis using Llama 2, RAG, and OCR. Built on Django for end-to-end HR workflows.

Django LangChain Llama 2 Python
Speech & Audio

AI-Based Audio Translation & Information Extraction

German-to-English audio translation with targeted information extraction using Whisper, Hugging Face, and RAG.

LangChain OpenAI GPT Python Transformers
Generative AI & LLMs

Tech Assistant Chatbot — OpenAI GPT

A responsive technical-support chatbot powered by GPT-3 with intent detection and context retention.

NLTK OpenAI GPT Python
Computer Vision

Product Search & Recommendation via Image Recognition

Visual product search and personalized recommendations using TensorFlow, Keras, Flask, and PostgreSQL.

Flask Keras PostgreSQL TensorFlow
Computer Vision

Image Caption Generator

CNN + LSTM model trained on COCO dataset to describe images in English with transfer learning from Inception.

Keras OpenCV Python TensorFlow
Computer Vision

Staff Attendance via Face Recognition

Daily attendance system using CNN-based face recognition with augmentation, segmentation, and a Flask UI.

Flask OpenCV Python SQLite
Speech & Audio

Music Genre Identification (Audio)

Audio-based genre classification using Mel spectrogram, MFCC features, and GRU+LSTM models.

Keras Librosa Python TensorFlow
NLP & RAG

English-to-Hindi Translator

Encoder-Decoder LSTM model trained on a 25K-sentence Hindi translation corpus.

Keras NLTK Python TensorFlow
NLP & RAG

Next-Word Prediction (Language Modelling)

Bidirectional LSTM trained on 6,500+ medium articles using N-gram preparation for next-word prediction.

Keras NLTK Python TensorFlow
Time Series & Analytics

Reliance Stock Price Forecasting

Compared 6 algorithms (SVR, RFR, KNN, LSTM, GRU, LSTM+GRU) for 10-day stock prediction. GRU won.

Keras Plotly Python Sklearn
Time Series & Analytics

Play Store App Analysis & Visualization

EDA on 10K+ apps to surface 20+ insights about ratings, installs, categories, and pricing trends.

Pandas Plotly Python
Time Series & Analytics

COVID-19 Detail Analysis Dashboard

Tableau dashboard with 10+ insights on recovery, mortality, and forecasting case growth.

Tableau