Welcome to my GitHub profile! I'm a passionate graduate student pursuing a Master's in Computer Science at the University of Texas at Arlington. My interests lie in the fields of Artificial Intelligence, Machine Learning, and Natural Language Processing, and I enjoy solving complex problems with innovative solutions.
- 🎓 Computer Science Graduate Student @ UT Arlington (GPA: 4.0/4.0)
- 🧠 Passionate about Deep Learning, Generative AI, and Vision Transformers
- 🛠️ Experienced with PyTorch, TensorFlow, Hugging Face, and OpenCV
- 🔍 Built scalable AI solutions in image inpainting, text summarization, and model compression
- 🛠️ Cloud & MLOps: Docker, Kubernetes, AWS, GCP, CI/CD pipelines
- 🤖 Exploring real-time AI, autonomous systems, and multimodal perception
- 🔭 Currently working as a Graduate Research Assistant at UTA
- 🧑🏫 Mentoring students in ML as part of UTA’s SCAI Club
- 📫 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
- 🔄 Dual Interface: Web mode and Terminal/CLI mode
- 📱 Responsive Design: Mobile-first approach
- ⚡ Fast Loading: Service worker caching
- 🎨 Smooth Animations: CSS and JS powered
- 📄 Resume Download: Multiple fallback methods