Hi, I'm Kedar Panchal, a Computer Science and Engineering Honors student at Texas A&M with a passion for artificial intelligence and its potential to create innovative solutions. Feel free to scroll down to interact with an agentic AI assistant, or explore my website further, to learn about my projects, skills, work experience, and more.
Python
Java
PyTorch
Git & GitHub
Hugging Face
TypeScript
Next.js
scikit-learn
Keras
Docker
Senior AI Engineer - Firelight Innovations
Sep 2025 - Present
- Developed locally-available AI agents to automate web browser workflows
- Designed full-stack Electron.js and Node.js applications written in TypeScript and Python
- Facilitated client and server-side interaction on bidirectionally streamed web browser instances using WebSockets
EfficientNet‑B1 Cancer Detection Fine‑Tune 
A fine‑tune of EfficientNet‑B1 to classify ultrasound breast tumors as malignant or benign.
FLAN‑T5‑Small Summarization Fine‑Tune
A LoRA fine‑tuned Flan‑T5‑Small model trained on research paper abstracts to generate summaries.
GIMP AI Inpainting Plug‑In
A local AI Inpainting plug‑in for GIMP 3.0 using Stable Diffusion XL to upgrade its image‑editing workflow.
Whiplash Harsh Noise Synthesizer
A VST3 harsh noise synth featuring an ADSR envelope, pitch modulation, and five distortion effects.
Kedar's Portfolio Site
A Next.js and React portfolio website integrating an agentic, RAG-powered AI Assistant.
lspp (ls++) CLI Tool
An improved ls command with personalization features that lists files in a tree-style structure.
Microsoft AI & ML Engineering
Machine Learning Specialization
Certiport IT Specialist: Java
PCEP Entry-Level Programmer
Microsoft Office Specialist: Excel Associate
Microsoft Office Specialist: PowerPoint Associate
Microsoft Office Specialist: Word Associate
Deep Learning with Python: Sequence Models and Transformers