Hi, I' m Mayank
I specialize in optimizing models and deploying
AI-driven solutions for real-world impact.
About
I am a Machine Learning Engineer and Data Scientist My focus lies in designing scalable machine learning models, automating workflows with MLOps, and optimizing systems for production deployment. Currently, I am focused on leveraging generative ai and llms to solve complex challenges while ensuring models are scalable, efficient, and production-ready.
Projects
Check out my work
I've worked on a range of machine learning projects. Here are a few that showcase my expertise and dedication to the field.
US Visa Approval Prediction using MLOps
Built an end-to-end MLOps pipeline to predict the approval status of US visa applications. Implemented machine learning models, deep learning techniques, and automated deployment pipelines.
Interactive ML Algorithm Visualizer
An interactive web application designed to help users understand and experiment with machine learning algorithms visually. It offers dynamic visualizations for concepts like linear regression, allowing users to adjust parameters such as slope and intercept interactively. The platform aims to simplify ML concepts for learners through intuitive design and engaging tools.
Network Security - Malicious URL Detection using MLOps
Developed an end-to-end MLOps project to detect malicious URLs using XGBoost. Integrated robust pipelines for data ingestion, model training, deployment, and monitoring.
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.
Latest Blogs
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Skills
Get in Touch
Want to chat? Just shoot me a dm with a direct question on twitter and I'll respond whenever I can. I will ignore all soliciting.