Anusha Nandy

Hello! I'm an aspiring Machine Learning Engineer and AI Researcher passionate about developing intelligent systems that solve real-world problems.

Currently pursuing my Master's in Data Science at UAB, I specialize in Natural Language Processing, and Computer Vision. I enjoy creating intuitive interfaces that make complex AI systems accessible to everyone.

Welcome to my portfolio!

Skills

Machine Learning

Supervised Learning

Unsupervised Learning

Reinforcement Learning

Feature Engineering

Model Evaluation

Scikit-learn

XGBoost

Random Forest

Deep Learning

Neural Networks

CNNs

RNNs

Transformers

LLMs

PyTorch

TensorFlow

Keras

Transfer Learning

Natural Language Processing

Text Classification

Named Entity Recognition

Sentiment Analysis

Topic Modeling

Embeddings

BERT

GPT

LangChain

RAG

Computer Vision

Image Classification

Object Detection

Segmentation

YOLO

OpenCV

MediaPipe

Programming & Tools

Python

Java

SQL

Git

Docker

NumPy

Pandas

Matplotlib

Streamlit

Projects

PaperSage - Research Assistant

RAG system using LangChain, ChromaDB, and Ollama for querying PDF documents efficiently.

Web Scraper with LLM Parsing

Streamlit web app for scraping and analyzing website content using OpenAI's GPT models.

Book Recommendation Engine

Recommendation system with collaborative filtering and two tower architecture.

Transformer from Scratch

Transformer-based language model trained on multilingual corpus.

Grokking Optimizers

Deep-dive into optimization algorithms with 2D and 3D visualizations.

ML from Scratch

Implementing popular ML algorithms using numpy for learning purposes.

Spotify Topic Modeling

Analyzing song lyrics using LDA, with recommendation system using PCA and t-SNE.

Wordle Game

A simple wordle game created entirely in Java.

Education

Master's in Data Science

2024 - Present

University of Alabama at Birmingham

Masters of Science in Data Science at University of Alabama at Birmingham.

Bachelors of Computer Science in Artificial Intelligence

2020 - 2024

Mahindra University

Bachelors of Technology in Computer Science Engineering with a specialization in Artificial Intelligence at Mahindra University, Hyderabad.

It was during this period that I immersed myself in the captivating realms of Machine Learning and Data Science.

Work Experience

ML Intern

Summer 2023

Indian Oil Company

Key Achievements:

Developed a Python Web Scraper to download public data, including 10,000+ labelled images of Indian vehicles
Fine-tuned YOLOv7 via transfer learning, increasing precision by 20% for diverse vehicle detection
Optimized and converted the model to TFLite, enabling real-time monitoring on Android
Augmented system capabilities through customized integration with Mediapipe

Publications

Cohesive Group Emotion Recognition using Deep Learning

26th ACIS International Winter Conference on SNPD-Winter 2023

Anish N, Dhathri M, Yashwanth R, Shashi K, Anusha N, Varnika B.

View Publication