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Data Science with less than a year in Python & MySQL.
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Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
MCA graduate with hands-on academic experience in Python programming, MySQL database design, and data analysis through projects involving text classification, sentimental analysis, and structured data modeling. Comfortable working through the full data workflow cleaning, preprocessing, classifying, and structuring data and documenting findings clearly. Seeking an entry-level role as a Data Analyst or in related IT/data-handling positions where these analytical and technical foundations can add immediate value.
Sacred Heart College (Autonomous)
PG Diploma of Cyber Security
August 1, 2025 – June 30, 2026
Sacred Heart College (Autonomous)
Master of Computer Application
August 1, 2024 – June 30, 2026
Quaid-E-Millath Government College for Women (Autonomous), Chennai
Bachelor of Computer Science
August 1, 2020 – June 30, 2023
Quaid-E-Millath Government College for Women (Autonomous), Chennai
UG Diploma of Web Application
August 1, 2020 – June 30, 2023
Bhaktavatsalam Vidyashram, Chennai
High School Leaving Certificate
June 1, 2020 – May 31, 2020
Bhaktavatsalam Vidyashram, Chennai
Secondary School Leaving Certificate
June 1, 2018 – May 31, 2018
Sentiment Analysis for Marketing
January 1, 2026 – June 1, 2026
Built a sentiment classification pipeline in Python to analyze marketing-related text data. Cleaned and preprocessed raw text data through tokenization and normalization to prepare it for analysis. Applied NLP techniques to classify sentiment and surface patterns within unstructured text. Converted unstructured text data into categorized output to support marketing decision-making.
Vytalix – Health Monitoring Mobile Application
January 1, 2026 – June 1, 2026
Specified the application workflow and database structure for a mobile health-monitoring system based on defined project requirements. Directed AI agents via Google Antigravity, an agentic AI development platform, to implement the application and MySQL database schema from those specifications. Reviewed, tested, and verified agent-generated implementation against project requirements. Authored complete software documentation covering system architecture, data flow, and design decisions.
Event Management System
January 1, 2023 – December 31, 2023
Built a database-driven event management system using Visual Basic with relational database connectivity. Implemented database connectivity for real-time data entry, storage, and retrieval. Maintained accurate event registration records through structured data management.
Cultural Fit Analysis
The candidate's academic projects show a breadth of interest from data analysis and NLP to database systems and mobile application design. While the 'Sentiment Analysis' project directly aligns with a Data Science target role, the other projects (Event Management, Vytalix) demonstrate versatility in software development and database management. The ongoing Master's and PG Diploma indicate a commitment to continuous learning and skill development, which is a positive cultural trait. However, the lack of professional experience means cultural fit in a corporate environment, including teamwork and agile methodologies, is not yet demonstrated.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work through a full data workflow, from cleaning and preprocessing to analysis and documentation. The 'Vytalix' project highlights an aptitude for specifying requirements, directing AI agents, and verifying implementations, suggesting an organized and detail-oriented approach. The focus on academic projects, however, means real-world operational fit and experience with collaborative development workflows are not explicitly demonstrated.