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: [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 😊