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Hi there, I'm Anshumaan👋

  • 💻 Graduate student at University of Massachusetts Amherst
  •   Intersted in Deep Learning and Artificial Intelligence
  • 🔍 Research Interests - Deep Learning, Natural Language Processing and Computer Vision
  • 🎮🎵 When not studing/researching, I play video games and listen to music

Tech Stack

ML/DL

Python TensorFlow Pandas Matplotlib NumPy Keras scikit-learn SciPy PyTorch ChatGPT

Software Engineering

Java ANTLR4 Lex Yacc C Git Postman Spring Apache Maven Apache Ant Apache Airflow Docker Kubernetes GitHub

Web Development

HTML5 CSS3 TypeScript Angular

Softwares/IDEs

Spyder Jupyter Notebook Visual Studio Code PyCharm Atom

Databases and Cloud Services

MySQL AWS

Anshumaan Chauhan's Projects

a_star_tsp_mst icon a_star_tsp_mst

A* star search algorithm implemented in Python to solve Travelling Salesman Problem using MST Heurisitcs

chemapbert icon chemapbert

External Knowledge Infusion using INCIDecoder into BERT for Chemical Mapping

dqnas icon dqnas

Neural Architecture Search for Convolutional Neural Networks using Reinforcement Learning

guided-flow-matching icon guided-flow-matching

Utilized attention incorporated UNet model for conditional image generation using Flow Matching with Conditional Optimal Transport Objective

humanvsai-sarcasm-detection icon humanvsai-sarcasm-detection

Large Language Model performing a binary classification task of detecting whether a sarcastic sentence was by a Human or an AI

naturallanguage-to-aadl icon naturallanguage-to-aadl

NLP and Compiler Construction for the task of converting English language specifications to AADL Model

nlptoaadlarch icon nlptoaadlarch

Continuation of NaturalLanguage-To-AADL project. Incorporated more features to make the conversion more robust

online_voting_system icon online_voting_system

Voting System allowing the voters to cast their vote for respective candidate in an online fashion

patienttrackersystem icon patienttrackersystem

Software application for efficiently manage patient information, doctor details, appointments, and medical cases

rl-project icon rl-project

Applied various Reinforcement Learning (RL) algorithms to determine the optimal policy for diverse Markov Decision Processes (MDPs) specified within the OpenAI Gym library

sentiment_analysis icon sentiment_analysis

Performance analysis of several Machine Learning Models on the task of Sentiment Analysis

sudoku_solver icon sudoku_solver

Solving Sudoku using Backtracking with Inferences - AC3, Naked Pairs and Hidden Pairs

visionnet icon visionnet

Investigating the affect of Brain-Inspired features on CNNs (for the task of Image Classification)

vst icon vst

Story Generation along with Visuals

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