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: abhinaykotla@gmail.com
- 🌐 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:
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Using Python (Recommended):
python serve.py # Or double-click start-server.bat on WindowsThen open: http://localhost:8000
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Direct File Access: Simply open
index.htmlin your browser
If you're experiencing "File wasn't available on site" errors:
- Try the dedicated resume page: resume.html
- Direct PDF access: Abhinay's_CV.pdf
- Right-click and "Save as" on any resume link
- Contact me directly at abhinaykotla@gmail.com
- 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