👋 I’m Mark 👇

🧑‍🎓 I’m a final year undergraduate student at IIIT Gwalior.
🔬 My area of expertise is Data Science and Machine Learning.
🏢 I’m currently an ML intern at Banach Technologies where I also contribute to backend development.
🧪 I’m currently exploring the world of LLMs and Vector Databases.
📝 Occasionally I blog.

Work Experience

ML Intern | April 2024 – Present

Currently working on implementing trading strategies, and optimizing code to reduce processing times
Writing and implementing ML models from scratch to work with stock market APIs to make accurate hedging strategies
Writing unit test cases for the different libraries already created for different trading strategies

SDE/ML Intern | July 2023 – Present

Led robust data preprocessing for semantic segmentation models in rural landscapes using raster data
Spearheaded implementation and optimization of cutting-edge computer vision algorithms (e.g., Douglas Peuker, Jarvis March) on scalable systems
Proficiently manipulated GIS raster data, led strategic refactoring, and created unit tests for optimized Python applications
Successfully deployed Django apps on AWS, expert in cloud infrastructure management and engineered end-to-end CI/CD pipelines for seamless integration and continuous delivery

Data Analyst | May 2022 – July 2022

Leveraged Python libraries and NLP techniques to generate insightful visualizations and predictions on product topics using proprietary Bewgle software datasets. Extracted valuable insights on Amazon products across diverse verticals through comprehensive analysis of product reviews.
Automated data pre-processing using efficient Bash and Python scripts, streamlining workflows and enhancing overall efficiency. Achieved a 90 percent reduction in dataset redundancy by optimizing information extraction processes.

Technologies: Pytorch, Large Language Models (LLMs), HuggingFace | January 2024

Developed an advanced Streamlit application enabling users to upload resumes and have them parsed into structured JSON files
Architected with Object-Oriented Programming (OOP) principles for a modular and maintainable codebase
Employed multiple sophisticated LLMs to parse different sections of the document with high accuracy

Technologies: Django, Kubernetes | May 2023 – June 2023

Engineered a Discord-like interface allowing users to create and join rooms for interactive discussions
Authored comprehensive test cases and implemented robust CI/CD pipelines to ensure seamless integration and deployment
Integrated functionalities including user authentication, real-time messaging, room and post creation