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ashwinder1/README.md

👋 Hi, I'm Ashwinder Singh

Profile Views

I'm a Software Engineer with a passion for building backend systems, API design and integrating AI/ML into real-world systems. I enjoy working at the intersection of software engineering and data science — solving practical problems with clean, scalable code.

  • Currently building scalable backends and integrating AI/ML in production-ready systems.
  • Published researcher in machine learning (Springer Journal) with experience in predictive analytics.
  • AWS Solutions Architect – Associate Certified.
  • Actively learning and building in the AI x Web space using Python, Java, ML models, System Design and cloud-native tools.

Tech Stack

  • Languages: Python, Java, JavaScript
  • Frameworks: Spring Boot, FastApi, React, Django REST Framework (DRF), Nodejs, Bootstrap
  • Databases: PostgreSQL, MySQL, MongoDB
  • Frontend: HTML, CSS, JavaScript, React
  • Others: JSON, XML, Web Scraping, GitHub, Jira, Slack
  • Tools: Maven, Pip, Conda, Redis, Docker, SQLAlchemy, JPA
  • ML Libraries: NumPy, Pandas, Matplotlib, scikit-learn
  • Cloud & DevOps: AWS (Lambda, EC2, S3), Jenkins, CI/CD pipelines

Languages and Tools

python Java javascript Django spring boot Flask html5 css3 react mysql postgresql mongodb aws nginx slack jira LangChain


Notable Projects

Real Estate Appraiser

Platform connecting property owners and appraisers (like Upwork for appraisals). Built with Django, PostgreSQL, Docker, and ElasticSearch for observability.
Keywords: Onion Architecture, Microservices, RabbitMQ, CI/CD

PySpark Online Editor

Real-time coding platform with optimized PySpark backend and Flask APIs. Containerized for AWS EC2, reducing latency by 30%.
Keywords: Flask, PySpark, EC2, REST APIs

Complaint & Document Tracking System

Developed for UCO Bank to track complaints and documents efficiently. Built with Django, Node.js, and deployed on AWS EC2.
Keywords: Django, Node.js, REST APIs, EC2, 40% process improvement

ML model for Kidney Renal Cell Carcinoma survival prediction using R and Python. Published in peer-reviewed journal.
Keywords: R, Scikit-learn, Genomic Data Analysis


Certifications


💬 Ask Me About...

  • Backend development
  • Building and scaling RESTful APIs
  • Integrating AI/ML in production systems
  • AWS cloud architecture
  • Automating workflows with Python

Pronouns:

He/Him


⚡ Fun Fact:

I once built a chatbot to help project managers assign tasks using natural language—and it worked better than expected 😄


📫 Connect With Me

LinkedIn Email


“I believe in learning by building and collaborating — always open to new opportunities and discussions.”

Pinned Loading

  1. production production Public template

    Forked from UofT-DSI/production

    Jupyter Notebook

  2. RAG-Chatbot RAG-Chatbot Public

    Python

  3. Stock-Trend-Analysis-with-NYSE Stock-Trend-Analysis-with-NYSE Public

    Team project for machine learning project for cohort 7.

    Jupyter Notebook 1

  4. task-manager task-manager Public

    Task manager REST API using spring boot and understanding the concept of DTOs.

    Java