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👨‍💻 About Me

• 🎓 B.E. in Artificial Intelligence & Machine Learning at New Horizon College of Engineering, Bengaluru
• 💻 Interested in Software Engineering, Machine Learning, and AI Systems
• 🌱 Currently learning Data Structures & Algorithms, Full Stack Development, and Machine Learning
• 🚀 Seeking Software Engineering and Machine Learning Internship opportunities
• 📫 Reach me at: premsai12207@gmail.com

🛠️ Tech Stack

Languages

AI / Machine Learning

Frameworks

Tools

📊 GitHub Stats

🧩 LeetCode Stats

💼 Project Experience

🤖 Team Member — Hybrid AI Customer Support System | 2026

Python Streamlit Sentence Transformers FAISS FLAN-T5

• Developed an intelligent customer support platform using semantic search and generative AI techniques to handle customer queries accurately
• Implemented Sentence Transformer models to convert user queries into vector embeddings for semantic understanding and intent detection
• Integrated FAISS similarity search to retrieve the most relevant responses from a predefined knowledge base with improved response accuracy
• Utilized the FLAN-T5 transformer model to generate context-aware responses for unseen customer queries dynamically
• Designed and deployed an interactive Streamlit dashboard for real-time customer query handling across multiple support categories

🧩 Independent Developer — Smart Code Complexity Analyzer | 2026

Java Java Swing OOP File Handling

• Developed a desktop application to perform static analysis of Java source code through an interactive Java Swing GUI
• Implemented complexity estimation supporting O(1), O(log n), O(n), O(n²), O(n³), and O(n log n) patterns using heuristic-based analysis
• Built features to detect classes, methods, loops, nested loops, recursive methods, and compute Cyclomatic Complexity metrics
• Designed a code quality scoring system with optimization suggestions to improve software maintainability
• Integrated report export functionality and developed a modern dark-themed user interface using Java Swing

🚀 Featured Projects

Project	Stack	Highlights
Hybrid AI Customer Support System	Python · Streamlit · Sentence Transformers · FAISS · FLAN-T5	Semantic search over a knowledge base via vector embeddings · FAISS-powered similarity retrieval · FLAN-T5 generates context-aware responses for unseen queries · Real-time Streamlit dashboard
Smart Code Complexity Analyzer	Java · Java Swing · OOP · File Handling	Static analysis engine detecting classes, methods, loops & recursion · Cyclomatic Complexity scoring across multiple complexity classes · Dark-themed UI with report export

🏅 Achievements

	Achievement	Details
🐍	NPTEL Python for Data Science	Elite certification — IIT Madras (2025)
🔧	Git Training	Score: 73.33% — IIT Bombay Spoken Tutorial (2025)
🤖	GenAI Powered Data Analytics Job Simulation	Forage (2026)
🌱	Tata ESG Job Simulation	Forage (2026)

🎓 Education

Degree	Institution	Year	Score
B.E. Artificial Intelligence & Machine Learning	New Horizon College of Engineering, Bengaluru	2024 – 2028	CGPA: 8.5 / 10