SUBASH CHANDRA BOSE M.

data_science_student & agentic_ai_developer

// building impactful and sustainable AI solutions

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