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Data Science with less than a year in Data Analysis & Machine Learning
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
To secure a challenging role in a progressive company where I can utilize my skills effectively. I aim to gain practical experience and enhance my professional abilities. Passionate about contributing to organizational success through dedication and innovation.
IIT Madras
B.S. in Data Science · Data Science
September 1, 2023 – Present
PSGR Krishnammal College for Women
M.Sc. Mathematics · Mathematics
August 1, 2021 – June 30, 2023
Seethalakshmi Ramaswami College
B.Sc. Mathematics · Mathematics
August 1, 2018 – June 30, 2021
Rock International Engineering consultancy
IT - Trainee
January 1, 2025 – January 30, 2025
Muscat, Muscat Governorate, Oman
Real-Time Chat Application
June 1, 2026 – Present
Developed a full-stack real-time chat app using React for frontend and Node.js/Express for backend. Integrated Socket.IO to enable instant messaging between multiple users without page reloads. Stored and retrieved messages in MongoDB, ensuring persistent chat history. Learned hands-on full-stack development, event-driven architecture, and RESTful API integration.
Machine Learning Project – House Price Prediction
June 1, 2026 – Present
Built a linear regression model using the Boston Housing dataset. Cleaned and preprocessed data with Pandas & scikit-learn. Created and deployed a Flask web app for real-time price predictions.
Research Project – Graph Theory & Labeling
June 1, 2026 – Present
Studied and developed labeling algorithms Extended research from perfect square labeling to cube-based labeling Applied mathematical logic for innovative labeling techniques
SQL Project – Customer and Order Analytics
June 1, 2026 – Present
Developed a SQL-based backend for analyzing customer and order data from a To Do List Web Application Tech Used: MySQL, SQL Server Management Studio (SSMS)
Linear Algebra for Data Science
Coursera
June 1, 2026 – Present
Data Science with Math Skills
Coursera
June 1, 2026 – Present
Machine Learning Crash Course
Google Developers
June 1, 2026 – Present
Google ML Proficiency Badges
Google Developer Profile
June 1, 2026 – Present
SQL for Analyst
Devtown (Microsoft student chapter and google developers)
June 1, 2026 – Present
Python-Devtown
Devtown (Microsoft student chapter and google developers)
June 1, 2026 – Present
Websocket.io-Devtown
Devtown (Microsoft student chapter and google developers)
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, ranging from full-stack development to machine learning and academic research, suggests adaptability and a broad interest in technology. The pursuit of an ongoing Data Science degree while holding a Master's in Mathematics indicates a strong drive for continuous learning and alignment with a growth-oriented culture. The personal projects demonstrate initiative and self-direction. However, the lack of team-based project descriptions or collaborative work experience makes it difficult to fully assess cultural fit in a collaborative team environment.
Soft Skills & Operational Fit
The candidate demonstrates a proactive learning attitude through multiple certifications and an ongoing degree. Project descriptions indicate an ability to work on diverse technical challenges, from full-stack development to machine learning and data analysis. The academic research project suggests strong analytical and problem-solving skills. However, the limited professional experience (one short internship) means operational fit in a fast-paced, senior-level environment is yet to be fully proven.