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wtfashwin/README.md

💫 Hello, Greetings:

I build reliable, high-throughput MLOps and Generative AI platforms engineering robust solutions from prototype to scalable cloud deployment on AWS, Azure, and OCI. My core strength: orchestrating business-critical data & AI pipelines, automating CI/CD for production ML, and delivering resilient systems across multi-cloud environments.

Certified by Oracle, Databricks, Astronomer, and KodeKloud in Generative AI, Airflow, Kubernetes, and Data Science. I design high-performance ETL, RAG, agentic orchestration, and real-time Deep Learning (ViT-LSTM CV, XGBoost SHAP for XAI/Fraud Detection) with advanced stack: Snowflake, PySpark, Airflow (Certified), Kafka, Kubernetes/Docker.

My achievements include:

Multi-cloud ETL automation integrating Kafka/Snowflake, reducing latency from 30 to 5 mins.

Architected ViT-LSTM pipeline for real-time Computer Vision (SHAR) on Kubernetes.

Built fraud detection dashboards with XGBoost/SHAP/AUC 0.98, deployed via Flask & Power BI.

Ranked Top 9.82% on LeetCode (1700+ problems). Team Lead at Smart India Hackathon.

I'm actively seeking high-impact MLOps Engineer, Data Platform Specialist, or AI/ML Systems Engineer roles global product teams. Let’s connect to talk data ecosystems, ML engineering, and GenAI commercialization.

🌐 Socials:

LinkedIn (X YouTube Codepen

💻 Tech Stack:

CSS3 GraphQL HTML5 JavaScript Windows Terminal TypeScript Azure Firebase Anaconda Angular.js Express.js FastAPI Django Flask NPM NestJS Next JS NodeJS Nodemon React React Native TailwindCSS Vite Vue.js Web3.js WordPress Yarn MySQL MongoDB NumPy Scipy scikit-learn TensorFlow Pandas Plotly PyTorch Matplotlib Keras mlflow Babel Docker Gradle Kubernetes Jira Notion

pages-build-deployment

🏆 GitHub Trophies

✍️ Random Dev Quote


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  1. Portfolio Portfolio Public

    This is an aggressively dynamic, professional single-page portfolio website designed to showcase technical mastery in Cloud-Native MLOps and Generative AI Systems Engineering. Built as a premium di…

    HTML

  2. FinAgent-Multi-Agent-Financial-Insight-Engine FinAgent-Multi-Agent-Financial-Insight-Engine Public

    Build a multi-agent LLM system that simulates financial analysis.

    Python

  3. bunhub bunhub Public

    A GitHub search and trending explorer built with React and Bun. Search for repositories and users, view trending projects, and get live notifications all with a fast, modern UI.

    TypeScript

  4. fraud-detection fraud-detection Public

    This project implements a machine learning pipeline to detect fraudulent credit card transactions. It uses logistic regression on a highly imbalanced dataset, applying SMOTE to balance classes.

    Python

  5. SthiraTech-The-VotePack-Platform SthiraTech-The-VotePack-Platform Public

    Welcome to SthiraTech: The VotePack Platform! Unleash a cutting-edge travel super-app with real-time voting, itinerary planning, and expense tracking. Built on FastAPI, React, and PostgreSQL. Join …

    TypeScript