Makka pakka saying hello
Muhammed Shahan P P (@muhdshahan)

Builder shaped by data and curiosity

Self-taught Data Scientist passionate about transforming raw data into actionable insights through machine learning and statistical modeling. I enjoy tackling complex problems by uncovering hidden patterns in data and building intelligent systems that can reason, predict, and assist decision-making. Constantly exploring new techniques in artificial intelligence, I focus on creating practical, data-driven solutions with real-world impact. Read more

My journey began in Computer Science Engineering, where I initially explored web development, but my growing interest in data, machine learning, and problem-solving led me to pursue Data Science more deeply. Since then, I’ve worked extensively with machine learning models, LLMs, and agentic AI systems, applying them to domains like career guidance, interview preparation, analytics, and intelligent automation.

I enjoy building end-to-end systems that span data collection, modeling, deployment, and visualization using tools like FastAPI, LangChain, LangGraph, and modern ML frameworks. I’m particularly interested in agent-based systems, applied AI, and using data to drive meaningful insights rather than just predictions.

Outside of projects, I’m committed to continuous learning, experimenting with new ideas, and refining my understanding of AI systems that combine reasoning, data, and real-world constraints.

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Technical Skills

Languages
Python, C, SQL (PostgreSQL, MySQL)
AI / Machine Learning
Machine Learning, Deep Learning, Transformers, Recommender Systems, RNN, CNN, Time Series Forecasting, LLMs, RAG (Retrieval-Augmented Generation), Bagging, Boosting
LLM Ecosystem
LangChain, Hugging Face, FAISS, Together AI, GROQ
Agentic AI & Orchestration
LangGraph, Multi-Agent Systems, Tool Calling, Intent Detection, Agent Routing, Autonomous Agents, ReAct Pattern
Frameworks
TensorFlow, Keras, Scikit-learn, PyTorch, NLTK, Statsmodels, SciPy
Web Development
HTML, CSS, Django, FastAPI, Streamlit, REST APIs, Microservices
Data Analysis & Visualization
Pandas, NumPy, Seaborn, Matplotlib, Tableau, Power BI, Looker Studio
MLOps & Deployment
Git, MLflow, Docker, Kubernetes, CI/CD, GitHub Actions, Minikube
Cloud & Data Engineering
GCP, AWS, PySpark, Snowflake, Data Warehousing
Systems & Tools
Apache Airflow, Talend
Core Concepts
Mathematics, Statistics, DSA, OOPs, Problem Solving, GitHub

know about me

Projects

Project Contributions

Accomplishments

Certifications

Project Demonstration

Project Documentation