Data Science with less than a year in Python & Machine Learning
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Highly motivated MCA student with a strong academic foundation in computer science and solid problem-solving abilities. Proficient in developing and supporting data-driven and web-based applications, with hands-on experience in frontend technologies and backend programming using Python and Java. Skilled in data analysis, visualization, and business intelligence using Python libraries along with tools such as Power BI and Tableau, supported by practical exposure gained through data science internships. A quick learner with experience in academic projects and internships, complemented by leadership experience as a Class Representative and a consistent record of strong academic performance.
IICMR College, Pune, Maharashtra
MCA · Computer Science
August 1, 2024 – Present
R.K. Desai College, Vapi, Gujarat
BCA · Computer Science
August 1, 2021 – June 30, 2024
Shri L.G. Haria School, Vapi, Gujarat
12th · Science
June 1, 2020 – May 31, 2021
Shri L.G. Haria School, Vapi, Gujarat
10th
June 1, 2018 – May 31, 2019
Gennie Sphere
AI/Data Science Intern
August 18, 2025 – November 17, 2025
India
Elite Tech
Data Science Intern
June 6, 2025 – July 5, 2025
India
AI / Data Science Internship Projects
June 18, 2026 – Present
The project, implemented using Python and SQL, focused on analyzing a real-world dataset to identify patterns and trends. It involved data cleaning, handling missing values, and performing exploratory analysis. Additionally, built a skill extraction NLP model using spaCy by training a custom NER pipeline to identify technical skills from text, including preprocessing, model training, and prediction workflows.
View ProjectOnline Tender Management System
June 18, 2026 – Present
Worked Java (JSP/Servlets), HTML, CSS, JavaScript, and Bootstrap to develop features such as vendor registration, tender creation, and bid submission. Used MySQL to design and manage databases for storing vendor, tender, and bid information, and deployed the application on Apache Tomcat using Eclipse IDE for development and testing.
Study Planner System
June 18, 2026 – Present
The Study Planner System is a web-based application built using PHP and MySQL to help students schedule and manage their study routines. It allows users to create, update, and track study plans with a user-friendly interface and database-driven functionality.
City Pride Junior College Exam Portal
June 18, 2026 – Present
Developing a Flask-based exam management system using Python and MySQL with role-based access for admins, teachers, and students. Implemented question bank management, CSV-based bulk question uploads, automatic multi-set exam generation, and result tracking. Used Pandas and OpenPyXL to generate Excel reports and integrated secure file uploads and database-driven workflows for exam and user management.
Research Project – Employability Prediction using Internship Data
June 18, 2026 – Present
Analyzed internship data using Python to identify factors affecting employability. Performed data cleaning, preprocessing, and exploratory analysis on survey-based datasets. Built predictive models using Logistic Regression and Random Forest to estimate job offer probability and derive insights on key influencing factors.
Data Analytics Essentials
Cisco Networking Academy
September 3, 2025 – Present
Advance R Programming for Data Analytics in Business
NPTEL
July 1, 2025 – Present
Entrepreneurship
NPTEL
July 1, 2025 – Present
Introduction of data science
Cisco Networking Academy
June 10, 2025 – Present
Research Methodology
NPTEL
January 1, 2025 – Present
Cultural Fit Analysis
The candidate's academic projects and internships demonstrate a strong interest and foundational skill set in Data Science, aligning well with the target role. The diversity of projects, including web development alongside data science, indicates a broad technical curiosity. The pursuit of multiple certifications from NPTEL and Cisco Networking Academy highlights a commitment to continuous learning and self-improvement, which is a positive cultural indicator. The academic nature of all projects and internships suggests a learning-oriented mindset, but also implies a need for more exposure to industry-standard practices and collaborative environments beyond academic settings.
Soft Skills & Operational Fit
The candidate's project descriptions and internship experiences suggest an ability to collaborate (contributing to team-based development tasks) and a proactive learning attitude (pursuing certifications and academic projects). The academic record indicates strong problem-solving abilities and a consistent record of strong academic performance. However, without specific psychometric or English test scores, a detailed assessment of communication clarity, logical reasoning, work attitude, stress handling, and team collaboration cannot be fully provided.