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kalyancn4u/README.md

GitHub Profile Views


I'm a DSML Aspirant!

🧠 Current Focus

  • Advancing My Expertise in MLOps & Cloud ML Pipelines
  • Exploring Prompt Engineering and Generative AI Applications
  • Building Automated Analytics Dashboards with Streamlit & FastAPI

⚑ My Tech Stack

Β  Python Β· SQL Β· FastAPI Β· Streamlit Β· TensorFlow Β· Keras Β· Scikit-learn Β· Airflow Β· Docker Β· GitHub Actions Β· AWS


Category One-liner
πŸ”΅ CorePython Β· SQL Β· Bash Β· Make Β· Git Β· GitHub
🟒 DS/MLNumPy · Pandas · Scikit-learn · TensorFlow · Keras
🟒 AI DomainsNLP · Computer Vision · Deep Learning
🟒 MLOps / DevOpsAirflow · Docker · GitHub Actions · CI/CD · MLOps · AWS
🟒 Full-StackFastAPI · Flask · Streamlit · React · REST APIs
🟒 Visualization / BIMatplotlib · Seaborn · Plotly · Tableau
🟒 Cloud / InfraAWS · GCP · Linux
🟒 ProductivityMarkdown · DVC · Notion · Papermill Automation

Β· Β· Β·

🟣 Proficient πŸ”΅ Advanced 🟒 Vantage 🟑 Intermediate 🟠 Elementary πŸ”΄ Beginner

πŸ› οΈ Core Languages & Tools

Python
Python
C
C
Anaconda
Anaconda
Bash
Bash
CMake
Cmake
Git
Git

πŸ“Š Data Science & Machine Learning

Jupyter
Jupyter
NumPy
NumPy
Pandas
Pandas
scikit-learn
Scikit-learn
Statsmodels
Statsmodels
TensorFlow
TensorFlow
Keras
Keras
PyTorch
PyTorch

☁️ MLOps, Cloud & DevOps

Docker
Docker
AWS
AWS
GitHub
GitHub
GitHub Actions
GitHub Actions
Linux
Linux
Ubuntu
Ubuntu

πŸ›’οΈ Databases & Caching

MySQL
MySQL
PostgreSQL
PostgreSQL
MongoDB
MongoDB
SQLite
SQLite
Redis
Redis

🎨 Front-end Development

HTML
HTML
CSS
CSS
JavaScript
JavaScript
TypeScript
TypeScript
Tailwind CSS
Tailwind

πŸ–₯️ Back-end Development

Bun
Bun
Flask
Flask
FastAPI
FastAPI

πŸ“ˆ Data Visualization & Reporting

Matplotlib
Matplotlib
Plotly
Plotly
Seaborn
Seaborn
Excel
Excel
Tableau
Tableau

🧰 Productivity, IDEs & Editors

VS Code
VS Code
GitHub Copilot

GitHub Copilot
Markdown
Markdown
Notion
Notion

πŸ” QA, Automation, CI/CD

Postman
Postman
Airflow
Airflow


πŸ–ŠοΈ Project Management & Collaboration

Google Workspace
Google Workspace
Slack
Slack
Microsoft Teams
Microsoft Teams

πŸ“« Let's Connect!


GMAIL LinkedIn GitHub GitHub.IO Twitter Instagram


πŸ’‘ "Always Learning, Always Coding, Always Improving"

Thanks for Visiting My Profile! ⭐


πŸ—οΈ Architecture & Methodologies - TODO

  • Modular Monolith Architecture β€” Design clean, maintainable, and extensible applications with clear separation of concerns, optimized for rapid development and MVPs.

  • RESTful API Design β€” Build clean, predictable, secure, and well-documented APIs for robust service integration.

  • Clean Architecture & SOLID Principles β€” Develop maintainable, testable, and loosely coupled software with clear architectural boundaries.

  • System Design β€” Design scalable, reliable, secure, and high-performance systems while understanding architectural trade-offs.

  • Event-Driven Architecture β€” Explore asynchronous, loosely coupled systems using events and messaging.

  • Microservices Architecture β€” Design scalable, independently deployable and resilient distributed systems, understanding service boundaries, communication, observability, and trade-offs.

  • Domain-Driven Design (DDD) β€” Model complex business domains and align software architecture with meaningful domain boundaries.


🌟 Featured Project

πŸ’¬ FAQ ChatBot

A modern, local-first semantic FAQ chatbot built with SQLite, Sentence Transformers, FAISS, and Streamlitβ€”featuring production-inspired architecture, semantic search, curated-answer retrieval, confidence-aware responses, and robust software engineering practices, with no generative hallucinations.


πŸ“Š My GitHub Stats - TODO


πŸ† Certifications & Badges


Pinned Loading

  1. idrm-artifacts idrm-artifacts Public

    Jupyter Notebook

  2. faq-chatbot faq-chatbot Public

    A local-first semantic FAQ chatbot built with SQLite, Sentence Transformers, FAISS, and Streamlit.

    Python

  3. scaler-business-cases scaler-business-cases Public

  4. app_car_prices_streamlit app_car_prices_streamlit Public

    Python 1

  5. kalyancn4u.github.io kalyancn4u.github.io Public

    A collection of notes

    HTML

  6. conda-environments conda-environments Public

    Shell