Madhurima Rawat's Portfolio

Objective

Passionate about continuous learning, I seek a dynamic environment to apply and expand my technical skills, leveraging strong communication, attention to detail, and confidence to contribute meaningfully to innovative projects.

Education

Degree/Certificate	Institute/Board	CGPA	Year
B.Tech.	CSVTU, Bhilai	8.23 (Current)/10	2021 - Present
Senior Secondary	CBSE Board	First Division	2021
Secondary	CBSE Board	Distinction	2019

Experience

IIT Roorkee and Diginique Techlabs

Student Intern - AI, ML, and DS using Python (July 2023 - Sep 2023) | GitHub

Developed ML model web app for optimizing accuracy with hyperparameter tuning on real-world datasets. Managed GitHub repository for organizing and sharing project codes.

Uptricks Services Pvt. Ltd

Data Science Intern (Feb 2024 - Mar 2024) | GitHub

Focused on retail sales forecasting and credit card prediction, demonstrating proficiency in data analysis and predictive modeling. Received a Letter of Recommendation for outstanding performance.

Mentorness

Machine Learning Intern (Mar 2024 - Apr 2024) | GitHub

Developed a churn analysis application, conducted World Cup data analysis, and authored an insightful article on hyperparameter tuning techniques.

IIT Bhilai

Project Intern - Data Science using Python (Feb 2024 - June 2024)

Contributed to the 'BSP Pre-Failure Alert Generation' project by using matrix profiling to discern motifs and discords in time series data of PLC signals, enabling the identification of normal and anomalous patterns with precision. Enhanced Grafana dashboards for more effective visualization of BSP mill server data.

Projects

Library Management System

Website | GitHub

Developed and deployed this website, enhancing user management and the overall library experience with a user-friendly interface for efficient processes.

HyperTuneML Platform

Website | GitHub

Developed a Streamlit-based ML model web app that demonstrates improved model accuracy through hyperparameter tuning on diverse real-world datasets. Designed for learners of all levels, providing practical insights into predictive analytics.

Web Scraper

Website | GitHub

Developed a Streamlit-based Python web scraper for extracting text, images, and PDFs from websites in zip file. Utilized Streamlit for frontend and Python libraries like Requests, lxml, Beautiful Soup and PyPDF2.

Skills

Programming Languages: C++, Python, C, R*, Ruby*, Javascript*, PHP*, Java*, MATLAB*
Web Technologies: HTML, CSS, Bootstrap, Streamlit, Flask*
Database management: MySQL, Influxdb
IDE: VS Code, Pycharm, Jupyter Notebooks, komodo*
Miscellaneous: GitHub, Grafana, Machine Learning, Web Scraping
Soft Skills: Adaptability, Attention to Detail, Open-mindedness, Proficient Communicator, Quick Learner

* Elementary Proficiency

Achievements

NEP Conference Presenter - Engaged the audience at the NEP Conference with a concise presentation on the rich heritage and culture of my home state. Contributed diverse perspectives, fostering cultural awareness.
GitHub Profile - Diverse ML and programming projects, impactful internship contributions. Meticulously documented with beginner-friendly instructions for an innovative and visually appealing coding profile.
HackerRank Proficiency - Earned a commendable 5-star HackerRank rating in Python and MySQL, showcasing intermediate Python and beginner-level SQL skills, with a notable 3-star rating in C programming.

Hobbies

Art Exploration - I love exploring various forms of art, from painting to digital illustration, finding inspiration in every stroke .
Online Literature - I read a lot of online stories and books, immersing myself in different worlds and narratives .
Diverse Music - I love listening to music with songs from all genres, appreciating the unique rhythms and melodies each offers .
Nature Photography - I enjoy capturing nature's beauty, from serene landscapes to vibrant wildlife, and post photos on Pinterest .

Objective

Education

Experience

IIT Roorkee and Diginique Techlabs

Uptricks Services Pvt. Ltd

Mentorness

IIT Bhilai

Projects

Library Management System

HyperTuneML Platform

Web Scraper

Skills

Achievements

Hobbies

Socials