Satish H Vaishyar

4 published research papers in Springer and IEEE — by the time I finish my 2nd year of BCA. I'm a BCA student at KLE Technological University, Hubballi, currently in Semester 4. My research sits at the intersection of AI and cybersecurity: I've co-authored work on transformer-based DDoS detection in Software-Defined Networks, comparing BERT, RoBERTa, and FNet architectures. Our FNet model achieved 99.5% accuracy on the CICDDoS2019 dataset (AUC: 0.99) — published across Springer and IEEE, and presented at INSPIRE 2025. Currently, I'm working as an AI/ML Research Intern at GolfAI, applying machine learning to real-world sports analytics problems. Outside research and internships, I build under pressure. I've competed in national-level hackathons — winning General Championship at ACUMEN 2026, placing 1st at BrainHacks 2025, and securing 2nd at ZeroDay Hackathon 2025. These sprints taught me to go from idea to working prototype fast, collaborating across ML, backend, and system design. My core stack: Python · PyTorch · HuggingFace Transformers · Scikit-learn · OpenCV · FastAPI · LangChain · Jupyter I'm exploring generative AI, RAG pipelines, and multi-agent systems — the areas I think will define the next wave of applied AI engineering. 📂 GitHub: github.com/Satish-vaishyar 📩 Email: 12vsatish1@gmail.com Open to AI/ML internships and research collaborations. Let's build something that matters.