Aimaster

Hi 👋 I'm Surya

🚀 AI & Data Science Student | ML & Deep Learning Enthusiast | Coding Lover

I’m a passionate B.Tech student specializing in Artificial Intelligence and Data Science, focused on building impactful AI-driven solutions and real-world projects.

👨‍💻 About Me

• 🎓 B.Tech AI & Data Science @ Kongunadu College of Engineering and Technology
• 🤖 Strong interest in Machine Learning, Deep Learning & Generative AI
• 🧠 Currently working on AI-based healthcare and mental health projects
• 🚀 Aspiring AI Entrepreneur & Startup Founder
• 📚 Constant learner who loves building and experimenting

🛠️ Technical Skills

💻 Programming Languages

• Python

🤖 AI / ML / Data Science

• Numpy, Pandas
• Machine Learning, Deep Learning
• LLMs, RAG

🗄️ Databases & Big Data

• SQL
• MongoDB

⚙️ Tools & Platforms

• ChatGPT
• Gemini
• Claude
• VS Code
• Jupyter Notebook
• Git & GitHub

🚀 Featured Projects

AgroFloat: LLM-Enabled Ocean Data Reasoning System | Python, postgresql, LLM, Langchain Framework, RAG pipelines

• Tackled challenges in accessing ARGO ocean data by converting complex NetCDF files into structured, queryable formats.
• Built a chatbot powered by AI that allows users to explore oceanographic datasets using natural language and provides automated visual insights.
• Designed a complete data ingestion pipeline with FTP, xarray, and PostgreSQL to process ARGO floats in real time.
• Implemented Retrieval-Augmented Generation (RAG) using LLaMA-based LLM reasoning to create contextual, researchquality responses. 🔗 View Repository

🧠 MindMate: Personalized AI Agent for Mental Health Support | python, Pinecone, Langchain, RAG Pipelines

• Built a personalized AI agent for mental wellness support. It enables empathetic, context-aware conversations that help with stress relief and self reflection.
• By Using LLM embeddings from Hugging Face (all-MiniLM-L6-v2) and created a RAG pipeline with Pinecone for memory and response context..
• Integrated MongoDB to store user interactions, session history, and mood-related data.
• Designed workflows for mood tracking, guided relaxation, and wellness prompts using prompt engineering and retrievalbased reasoning. 🔗 View Repository

Weather Agent: AI-Powered Conversational Assistant | Python, google ADK (Agent development kit).

• Developed an Agent that provides live weather updates by integrating with the Gemini API.
• It responds to user questions with weather metrics for given city.
• Real-time data helps in decision making. 🔗 View Repository

🤝 Connect With Me

• 💼 LinkedIn: (https://www.linkedin.com/in/surya-m-b4b105310)
• 📧 Email: aitech.surya24@gmail.com
• 🌐 Portfolio: (https://m-surya-portfolio.lovable.app)