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Data Science with less than a year in Python & Machine Learning
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Assessing your cultural and operational fit
Data Science graduate student with a strong foundation in Python, SQL, and machine learning, complemented by practical experience building end-to-end data and AI projects. Skilled in data wrangling, statistical analysis, visualization, and deploying ML models. Seeking a Data Analyst or Data Science role to translate raw data into actionable business insights.
Fergusson College, (Autonomous)
M.SC Data Science · Data Science
August 1, 2024 – June 30, 2026
Fergusson College, (Autonomous)
B.SC Computer Science · Computer Science
August 1, 2021 – June 30, 2024
MKH Sancheti School
HSC (12th)
N/A – Present
Cognifys Technologies
Developed Java-based applications including a Guessing Game, Number Pattern Generator, Task Manager, Temperature Converter, File Storage System, and Web Scraping tool, demonstrating proficiency in core Java, file handling, and automation.
February 2, 2026 – May 5, 2026
Pune, Maharashtra, India
Oasis Infobyte
Worked on projects in Data Science, Web Development, Java Development, Android Development, and Graphic Design, focusing on developing practical applications, implementing modern technologies, and solving real-world problems.
November 1, 2025 – January 10, 2026
Pune, Maharashtra, India
Fake Job Detection System
January 1, 2025 – June 1, 2026
Built an end-to-end ML pipeline to classify job postings as real or fraudulent using NLP-based text feature extraction. Applied TF-IDF vectorization and trained classification models (Logistic Regression, Random Forest); achieved strong precision/recall on imbalanced dataset. Performed EDA to surface key distinguishing patterns between genuine and fake postings — informing feature selection strategy.
PIXTRACT – AI Image Text Analyzer
January 1, 2024 – June 1, 2025
Developed a Generative AI application that extracts and narrates meaningful insights from images, enabling automated image-to-text conversion for accessibility and content analysis. Designed the end-to-end pipeline integrating vision AI APIs with a Python backend, producing structured textual output from unstructured image data.
FC-Hub - College Notice Portal
January 1, 2023 – June 1, 2024
Built a full-stack web portal centralizing academic operations — notice management, record keeping, alumni engagement for students, faculty, and administrators. Designed and managed the backend relational database (MySQL/PostgreSQL), ensuring data integrity and efficient querying across user roles.
Complete Data Science, ML, DL & NLP Bootcamp
Unknown
June 1, 2026 – Present
Artificial Intelligence Certificate (Bolt)
Bolt
June 1, 2026 – Present
Data Manipulation in Python
Unknown
June 1, 2026 – Present
Complete Python Bootcamp
Unknown
June 1, 2026 – Present
ExcelR – Raising Excellence
ExcelR
June 1, 2026 – Present
Core Committee Member, Bits & Bytes College Fest
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate a breadth of interest across data science, AI, and web development, indicating adaptability. The internships, while brief, show an eagerness to apply learned skills. The certifications further highlight a commitment to continuous learning. The focus on practical applications aligns with a results-oriented culture. However, the lack of extensive professional experience means cultural fit beyond academic settings is yet to be fully proven.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work on practical applications and solve real-world problems. The internships, though short, suggest a proactive approach to gaining experience. The 'Core Committee Member' certification hints at organizational and teamwork skills. However, the experience is primarily academic and internship-based, which may require more structured operational guidance in a senior role.