Welcome to my GitHub profile! I'm an experienced professional specializing in AI/ML Engineering, IT Operations, and Full Stack Development. Currently working at UT Arlington's Office of Information Technology. I focus on developing AI-powered automation solutions, NLP applications, and scalable web platforms.

• 💼 IT Operations @ UT Arlington Office of Information Technology
• 🎓 MSCS @ UT Arlington (GPA: 4.0/4.0)
• 🤖 Developing AI-powered chatbots using Python and NLP for campus IT support
• 📈 Improved ticket resolution time by 18% through automation and ML-based intent detection
• 🛠️ Expertise in PyTorch, TensorFlow, Hugging Face, ServiceNow, and Automation
• 🌐 Full-stack developer with experience in React, Firebase, Node.js, and REST APIs
• ☁️ Cloud & MLOps: Docker, Kubernetes, AWS, GCP, Azure, CI/CD pipelines
• 🔍 Built scalable AI solutions in image inpainting, text summarization, and model compression
• 🧑‍💻 5,000+ users supported with expertise in Linux, macOS, and Windows systems
• 📫 Reach me at: [email protected]
• 🌐 Portfolio: abhinaykotla.com

Here are a few cool things I've built:

• 🎨 EdgeConnect+ Image Inpainting — GAN-based model guided by edge and color hints. Reduced perceptual loss by 7% on CelebA and Places2.
• 🧠 Knowledge Distillation for Efficient CV — Shrunk a 669MB CNN to 6.5MB while keeping 97% accuracy using quantization and pruning.
• 🗞️ News Summarizer using T5 — Achieved ROUGE-1: 0.532 and cosine similarity of 0.80 using Hugging Face’s T5 transformer.
• 🗣️ Voice-based Gender Recognition — Reached 98.5% accuracy using classical ML models on 32k samples for call center profiling.

Thanks for stopping by! Feel free to explore my repositories or reach out for a collaboration 😊

To run the portfolio locally:

1. Using Python (Recommended):

   python serve.py
   # Or double-click start-server.bat on Windows

   Then open: http://localhost:8000

2. Direct File Access: Simply open index.html in your browser

If you're experiencing "File wasn't available on site" errors:

1. Try the dedicated resume page: resume.html
2. Direct PDF access: Abhinay's_CV.pdf
3. Right-click and "Save as" on any resume link
4. Contact me directly at [email protected]

• Production-level animations with scroll-reveal effects and premium transitions
• Interactive timeline experience section with expandable cards
• Matrix-style CLI interface with scanlines and CRT effects
• Premium loading screen with animated progress bar
• Smooth micro-interactions including ripple effects, 3D tilts, and hover glows

• 🔄 Dual Interface: Elegant web mode and developer CLI/terminal mode
• 📱 Fully Responsive: Optimized for all screen sizes from mobile to desktop
• 🧠 Neural Network Visualization: Animated JARVIS-style network in hero section
• ⚡ Fast Performance: Optimized assets with service worker caching
• 🎪 Interactive Elements: Expandable experience cards with mouse-tracking glow effects
• 📄 Easy Resume Access: Multiple download methods with fallbacks

• Frontend: Vanilla JavaScript, CSS3 with custom animations, HTML5
• Design: Pitch-black theme with orange accent colors
• Effects: Intersection Observer API for scroll animations, CSS transforms & filters
• Architecture: Modular data-driven approach with separate JS modules
• Responsive: Custom breakpoints for tablet, mobile, and small screens