Hi, I'm Abhinav Kotta
AI/ML Software Developer
I am an AI/ML Software Developer passionate about building elegant solutions to complex problems. Specializing in full-stack and AI/ML development, I create performant and scalable applications that make a difference.
@abhinavkotta
Available for work
Abhinav Kotta
Software Developer
Technologies I Work With
A comprehensive stack of modern technologies I use to build robust and scalable applications
Python
Programming Languages
SQL
Programming Languages
Java
Programming Languages
C
Programming Languages
C++
Programming Languages
C#
Programming Languages
JavaScript
Programming Languages
TypeScript
Programming Languages
Bash
Programming Languages
TGI
Frameworks
vLLM
Frameworks
Slurm
Frameworks
Infiniband
Frameworks
PyTorch
Frameworks
Docker
Frameworks
AWS
Frameworks
Git
Frameworks
Flask
Frameworks
React
Frameworks
Python
Programming Languages
SQL
Programming Languages
Java
Programming Languages
C
Programming Languages
C++
Programming Languages
C#
Programming Languages
JavaScript
Programming Languages
TypeScript
Programming Languages
Bash
Programming Languages
TGI
Frameworks
vLLM
Frameworks
Slurm
Frameworks
Infiniband
Frameworks
PyTorch
Frameworks
Docker
Frameworks
AWS
Frameworks
Git
Frameworks
Flask
Frameworks
React
Frameworks
My Projects
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Publications
Hurricane Power Outage Prediction Using Spatio-Temporal Graph Neural Networks
Abhinav Kotta, et al.
IEEE Photovoltaic Specialists Conference (PVSC) • 2024
Developed a novel spatio-temporal GNN model to predict power outages during hurricanes at 500m resolution using satellite imagery and weather data.
📄
DOI: 10.1109/PVSC48320.2024.000000
Read Paper
Work Experience
My professional journey in software development and technology
Supercomputing Intern
Los Alamos National Laboratory
I built a 10-node InfiniBand-connected HPC cluster with automated node provisioning using PXE boot and cloud-init. To improve accessibility, I integrated Charliecloud with Open OnDemand, allowing researchers to run secure, GPU-accelerated workflows through a simple web interface.
May 2025 - PresentAI Researcher
Intelligent Agents Lab - UCF
In a research project with Lockheed Martin, I built a React-based tool to visualize behavior tree outputs and implemented a dual-LLM system using LoRA-tuned CodeLlama for generation and LlamaChat for interpretation. I also integrated a Pinecone vector database with military doctrine to enable RAG-based tactical tree generation.
Sep 2024 - Dec 2024Software Engeering Intern
L3Harris
At my internship, I optimized the LiteLLM proxy with TGI and containerized AWQ models on Docker and vLLM, improving accuracy by 40%. I led front-end development of a RAG-based assistant used by 15,000+ employees, and conducted trade studies on 15+ models. I also performed attack vector analysis, mitigating over 15 cyber risks.
May 2024 - Aug 2024AI Researcher
FLorida Solar Energy Center
I built a tool to predict hurricane-related power outages at 500m resolution using a spatio-temporal GNN with U-Net and GNN layers. I analyzed 3,000+ NASA satellite images to boost model performance, resulting in a paper accepted at IEEE PVSC 2024.
Feb 2024 - Jun 2024Get In Touch
Ready to collaborate on your next project? Let's create something amazing together.
Let's Connect
📧
abhinavkotta.io@gmail.com
💼
linkedin.com/in/akotta03
🐙
GitHub
github.com/abhinav-kotta
Skills & Expertise
- Full-Stack Development (React, Next.js, Node.js)
- AI/ML & HPC Systems
- Cloud Infrastructure & DevOps