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Projects
Customer Satisfaction Prediction using ZenML
Predicted customer satisfaction scores for future orders using historical e-commerce data from the Brazilian E-Commerce Public Dataset by Olist. This project leverages multiple machine learning models like CatBoost, XGBoost, and LightGBM, built within a ZenML pipeline to create a production-ready solution.
Machine Learning Algorithms From Scratch
Implemented key machine learning algorithms from scratch using Python & Numpy. This project provides a deeper understanding of algorithmic internals without relying on libraries like scikit-learn or TensorFlow.
Neural Network From Scratch
Implemented a neural network from scratch using Python and Numpy. This project explores how neural networks work at a fundamental level without relying on frameworks like TensorFlow or PyTorch.
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Tech Stack
- Python
- TensorFlow
- OpenCV
- Pandas
- HTML
- CSS
- JavaScript
- React
- Node.js
- Tailwind
- Git
- Next.js
- Bootstrap
- C++
- Blender
- Photoshop
- Adobe Illustrator
- After Effects
- Figma
Life Changelog and Updates
2024
Started working on MLOps Projects 🚀
Dived into MLOps, mastering tools like MLflow, ZenML, and orchestrating models for seamless deployment. Worked with data pipelines, versioning, and production-level model management.
Built a Stroke Detection AI ðŸ§
Created an healthcare project focused on stroke detection using machine learning models, improving accuracy in early diagnosis.
2023
Developed a Landing Page for FinTech Startups 💼
Worked as a freelance FullStack Developer with fintech startups to enhance user experiences on landing pages and streamline backend workflows. Leveraged technologies like Next.js, Node.js, and PostgreSQL.
Developed Custom Video Editor 🎬
Created a custom video editor for as a passion project , enabling efficient year-end video wrap-ups. Technologies used: Next.js, Node.js, PostgreSQL, and Remotion.
Developed AI Portfolio Generator 📂
Built an AI-powered portfolio generator that crafts personalized portfolios for job seekers in tech, (Wrapper Project) used: React, Node.js and OpenAI API for dynamic content code generation.
2022
Embarking on My Full-Time Coding Journey 💻
Committed to pursuing software development full-time, I transitioned into coding, dedicating myself to mastering key technologies and building impactful projects. With a focus on full-stack development
Enhanced Learning for EdTech Companies ✨
As a Motion Designer & Editor, created engaging educational content and animations that captivated audiences, improving the learning experience for EdTech companies.
2021
Motion Graphics & Video Editor 🎨
Developed high-quality animations and visual content for content creators and business owners, contributing to a diverse range of multimedia projects as a freelance Motion Graphics Designer & Animator.