SUBASH CHANDRA BOSE M.

data_science_student & agentic_ai_developer

// building impactful and sustainable AI solutions

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about_me

Solution-driven, tech-obsessed developer based in Chennai. Currently pursuing B.Tech in AI & Data Science at MNM Jain Engineering College (2022–2026). Mission-focused on designing, building, and deploying AI applications that solve real-world business problems using free and open resources.


From data analytics to agentic AI workflows, I transform ideas into functional, impactful code. When not coding, you'll find me watching TED Talks, exploring startup podcasts, and tinkering with the latest AI frameworks.

skills

DATA ANALYTICS

  • Data preprocessing & EDA
  • SQL query optimization
  • Dashboard creation
  • Business insights extraction

MACHINE LEARNING

  • Regression & classification
  • Model evaluation & tuning
  • Pipeline automation
  • Time series forecasting

GENAI & LLMs

  • Prompt engineering
  • RAG implementations
  • Embeddings & vector DBs
  • Stable Diffusion pipelines

AGENTIC AI

  • ReAct pattern implementation
  • Tool-use & function calling
  • Multi-step reasoning loops
  • Agentic reporting systems

PROGRAMMING

  • Python (pandas, numpy, FastAPI)
  • Git & GitHub workflows
  • Streamlit & Gradio UIs
  • Cloud deployment basics

certifications

AI Agents Intensive Course
Kaggle + Google | DEC 2025
Advanced agentic workflows and LLM orchestration
Develop GenAI Applications - Part of IBM RAG & Agentic AI Professional Certification
IBM | NOV 2025
LLM evaluation & optimization, RAG system design & implementation and Document processing
Fundamentals of MCP
Hugging Face | AUG 2025
MCP fundamentals, LLM–tool communication, and interoperability
Fundamentals of AI Agents
Hugging Face | JUN 2025
Agent architectures, LLM reasoning loops and Planning & self-correction in agents
Supervised Machine Learning: Regression & Classification
Deeplearning.ai | AUG 2024
Linear/Logistic Regression fundamentals, Model evaluation metrics and Building ML pipelines in Python
Google Data Analytics Professional Certification
Google | JUL 2024
Data preprocessing, EDA, Spreadsheets, SQL, and data workflows, Dashboards, Business problem framing & insights generation

projects

PYTHON TEXT ANALYZER
NLP Analysis Tool
Built a comprehensive text analysis tool with NLP capabilities and interactive UI for reporting insights.
Python NLP Streamlit
SALES ANALYTICS DASHBOARD
Interactive BI Dashboard
Created dynamic sales dashboard with forecasting capabilities using Plotly for real-time business insights.
PowerBI Pandas Forecasting
STABLE DIFFUSION GENERATOR
Image Generation App
Developed custom image generation interface with Diffusers library, supporting GPU acceleration and custom parameters.
Diffusers Transformers GPU
RAG BASED CHATBOT
Retrieval-Augmented Chatbot
Implemented RAG system with FAISS/Chroma for document retrieval, chunking strategies, and LLM integration.
FAISS LangChain Embeddings
MARKET INTELLIGENCE AGENT
Multi-Step Agentic System
Built autonomous market analysis agent with multi-step reasoning, chart generation, and PDF/HTML report output.
Agentic AI ReAct Reporting

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