Hey, I'm

Bhumish Dayal

ML Researcher @ UTDallas

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My Intro

About Me

University

UT Dallas

Major

Computer Science

Focus

Machine Learning

🚀 Building smarter workflows & scrappier bots.
🎙️ From speech to code, I make machines talk back.
📈 Automating outreach, one well-timed trigger at a time.
💡 Bridging ML with real world projects — minus the fluff.
🏸 Also smashing birdies and expectations at Badminton.

Contact Me

My Education

UT Dallas

The University of Texas at Dallas

Aug 2023 – Present

I’m pursuing a Bachelor of Science in Computer Science at UT Dallas, blending core CS fundamentals with AI, systems, and data-driven analysis. Alongside coursework, I lead research initiatives and mentor peers in technical communities.

Coursework

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Leadership

Learn Leadership

Coursework

  • Advanced Data Structures & Algorithms

  • Intro to AI/Machine Learning

  • Probability & Statistics

  • Linear Algebra

  • Database Systems

  • Operating Systems

  • Digital Logic

  • Discrete Mathematics

  • UNIX/Linux

Leadership

  • ACM Research Lead

  • AI Society Mentor

  • President, UTD Badminton Club

Clubs and Research

My Experience

ACM Research

Machine Learning Researcher | ACM Research

As ML Researcher at ACM, I fine-tuned VGG16/19 on Galaxy Zoo with TensorFlow—boosting accuracy by 20%. I led CNN ablation studies, optimized hyperparameters via transfer learning, and published our IEEE AIIoT paper to advance deep learning in astronomy.

Nebula Labs

DevOps Tech Lead | Nebula Labs

Architected Go microservices with MongoDB for 1,000+ users, containerized SSO/KMS with Docker, and automated CI/CD using BuildKit & Go test frameworks—cutting deployment errors by 20% and boosting uptime to 37.9%.

GDSC

Technical Support Lead | GDSC

Resolved 15+ critical issues across Google Cloud, G Suite, and Android SDK. Authored guides that slashed setup time by 30%, empowering members to adopt new tools seamlessly.

AI Society

Generative AI Mentor & AI Engineer | AI Society

Built an Instagram Q&A chatbot with Llama API & Flask—cutting manual lookup time by 55%. Designed ETL pipelines for 2,000+ posts and mentored 100+ users on LangChain microservices.

AIAA Rocketry Club

Rocket Engineer | AIAA Rocketry Club

Designed and simulated rockets with SolidWorks and 3D-printed components—integrating a parachute landing system to improve precision by 30%. Led test launches and refined aerodynamic profiles.

My Skills

Programming Languages

Python

SQL

Java

C++

JavaScript

Rust

MATLAB

Bash

MIPS Assembly

Frameworks & Technologies

TensorFlow

PyTorch

NumPy & Pandas

MediaPipe & OpenCV

LlamaIndex & LangChain

Flask

Django

Node.js

React.js

Next.js

Streamlit

Tailwind CSS

Tools & Platforms

Git

Docker

Kubernetes

AWS & Azure

PostgreSQL & MongoDB

Linux

Kaggle & HuggingFace

My Interests

What I Like

Machine Learning

Learn More

Machine Learning

Hands-on research and projects in computer vision, NLP, and speech.

  • Fine-tuned VGG16/19 on Galaxy Zoo for morphology classification

  • Conducted CNN ablation studies & hyperparameter optimization

  • Built a phoneme-level scoring engine with Whisper ASR & GPT-4

Software Engineering

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Software Engineering

Designing robust back-end services, APIs, and CI/CD pipelines.

  • Developed Go APIs & MongoDB services for 1,000+ users

  • Containerized microservices with Docker & Kubernetes

  • Automated CI/CD with BuildKit & Go testing frameworks

Full Stack Development

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Full Stack Development

Building end-to-end web apps with modern front- and back-end tech.

  • Deployed Streamlit & Flask apps (QuizifyAI, AskDoc AI, Articulate AI)

  • Crafted responsive UIs with React.js & Tailwind CSS

  • Designed RESTful APIs with Node.js/Express & MongoDB/PostgreSQL

My Portfolio

Recent Works

All ML n8n Vision

Articulate AI

Demo

CatalogIQ

Demo

QuizifyAI

Demo

AskDoc

Demo

ReelForge

Demo

TradeSage

Demo

Reactify

Demo

OutReachMate

Demo

Gotta Catch em All

Demo
Get in touch

Contact Me

Talk to me

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LinkedIn

Write Me

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