Skip to content
View Nanduu24's full-sized avatar
4 followers · 8 following

Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

Highlights

  • Pro

Block or report Nanduu24

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Nanduu24/README.md

N A N T H A   K U M A R

ai / ml engineer · m.s. computer science @ uta · class of '26



  i build llm systems that hold up outside a demo.  




01   Currently

rock permeability ml — predicting permeability from NMR T2 measurements across 720 carbonate core samples. XGBoost, deep neural nets, nested Optuna search, SHAP attribution. Manuscript in progress at the iResearchE3 Lab, UT Arlington.


02   Selected Work
langgraph mindful-ai
agentic ai platform · voice + memory, langgraph routing across claude / gemini / llama, pgvector rag. live on vercel.
 
python jobagent
human-in-the-loop job-application pipeline · discovers roles, scores match, tailors a fact-verified resume. never auto-submits.
 
portfolio portfolio
the whole story on one page · projects, research, publication. nanduu24.github.io
 
jupyter datadoomsday
applied ml notebooks · data analysis and modeling experiments.
 
tensorflow esportsbot-ai
esports q&a bot · nlp over game and match data.
 
fleetiq fleetiq
grounded hybrid document agent for trucking fleets · llm router across sql / retrieval / both, inline citations, honest "i don't have that." team project.

03   Instruments
python
Python 		typescript
TypeScript 		langchain
LangChain 		fastapi
FastAPI 		next.js
Next.js 		react
React 		postgres
Postgres
 
pytorch
PyTorch 		tensorflow
TensorFlow 		scikit-learn
scikit-learn 		pandas
pandas 		docker
Docker 		supabase
Supabase 		anthropic
Anthropic

04   Published

Sign Language Caption Generation Using LSTM — IEEE International Conference for Convergence in Technology (I2CT), 2024. Real-time sign-language captioning from MediaPipe Holistic keypoints, decoded by an LSTM action-detection model. ieeexplore.ieee.org/document/10543890


05   Correspondence

   email      github      linkedin      portfolio



06   The Receipts



set in JetBrains Mono · irving, tx · mmxxvi

Pinned Loading

  1. mindful-ai mindful-ai Public

    Agentic AI platform with voice and memory — LangGraph agent with multi-provider routing (Claude/Gemini/Llama) and pgvector RAG. Next.js + FastAPI.

    TypeScript

  2. jobagent jobagent Public

    Human-in-the-loop job-application pipeline: discovers roles from ATS board APIs, scores match, tailors a verified one-page resume, and pre-fills applications for human review — never auto-submits, …

    Python

  3. Nanduu24.github.io Nanduu24.github.io Public

    My portfolio — AI/ML engineer building LLM systems on LangGraph, grounded retrieval, and applied ML research.

    HTML

  4. DataDoomsday DataDoomsday Public

    🏆 DATATHON 2025 winner — disaster-risk data analysis integrating EM-DAT & INFORM Risk datasets with EDA and visualizations.

    Jupyter Notebook

  5. ADHD-Focus-Companion ADHD-Focus-Companion Public

    Chrome extension (MV3) that detects on-screen attention drift via the webcam with OpenCV and nudges you back with calming interventions — fully on-device.

    JavaScript

  6. EsportsBot-AI EsportsBot-AI Public

    AI esports assistant — Google Gemini + Esports Earnings API with a Streamlit chatbot UI.

    Jupyter Notebook