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Krasper707/README.md

Karthik Murali M

AI/ML Engineer | Data Scientist | Backend Developer

A Data Science student at the Indian Institute of Technology Madras (IITM) BS Degree passionate about building intelligent, scalable, and production-ready systems. I specialize in the end-to-end machine learning lifecycle, from data exploration and model development to API creation and deployment.


πŸ’‘ What I Build & Specialize In

  • πŸ”Ή High-Performance AI Services: Crafting low-latency APIs with FastAPI to serve PyTorch and Hugging Face models.
  • πŸ”Ή Semantic Search & RAG Systems: Leveraging Vector Databases like Pinecone and ChromaDB to build advanced retrieval and question-answering pipelines.
  • πŸ”Ή Data-Driven Applications: Engineering robust data pipelines using SQLAlchemy and PostgreSQL, and creating insightful dashboards with Tableau/Power BI.
  • πŸ”Ή MLOps & Automation: Containerizing applications with Docker and automating CI/CD workflows with GitHub Actions for reproducible and scalable deployments.

πŸ› οΈ My Technology Stack

Languages
Backend & API
AI & Machine Learning
Databases
DevOps & Tools
BI & Visualization

πŸ† Open Source Excellence

I am an active contributor to the GirlScript Summer of Code (GSSoC) 2026, where I contribute to large-scale open-source projects. I am currently participating in both the Open Source Track and the AI Agents Track, focusing on building intelligent automation, optimizing codebases, and collaborating with a global community of developers to ship production-ready features.

Open Source Track AI Agents Track Contributor Badge

An image of @krasper707's Holopin badges, which is a link to view their full Holopin profile

πŸ“Š My GitHub Activity

GitHub Stats Top Languages


My Leetcode Stats

Saurabh's LeetCode Stats

πŸ“« Let's Connect!

Pinned Loading

  1. job-scraper job-scraper Public

    Python

  2. data-analyst-agent- data-analyst-agent- Public

    An AI agent that uses LLMs to source, prepare, analyze, and visualize data via an API.

    Python

  3. TDS-Virtual-Ta TDS-Virtual-Ta Public

    Jupyter Notebook

  4. browser-llm-agent-poc browser-llm-agent-poc Public

    JavaScript

  5. Text-to-PPT Text-to-PPT Public

    Python

  6. HyDE-Replication HyDE-Replication Public

    Jupyter Notebook