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DATA SCIENCE| AI-ML| GEN-AI| DEEP LEARNING
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Assessing your cultural and operational fit
Pandas_pratice_dataset
September 14, 2025 – September 14, 2025
Practice notebooks exploring real-world datasets using Python’s Pandas library — focusing on data cleaning, transformation, EDA, and visualization without machine learning models.”
View ProjectSnake_game_using_python
May 17, 2025 – May 17, 2025
A classic Snake Game built using Python and the Pygame library. Simple, addictive, and fun
View ProjectSpeech-_to_Text_using_python
May 17, 2025 – May 17, 2025
A simple and efficient Speech-to-Text (STT) application built with Python and the SpeechRecognition library. This project captures live microphone input and converts spoken words into written text using Google's speech recognition API.
View ProjectCalendar-_using-python
May 17, 2025 – May 17, 2025
ython-based terminal calendar using the Rich library. Highlights weekdays and Sundays with colored formatting.
View ProjectBank_Loan_insights_using_Excell
May 16, 2025 – May 16, 2025
This project showcases a comprehensive Bank Loan Dashboard built using Microsoft Excel. The dashboard is designed to provide clear and actionable insights into bank loan applications, approvals, fund disbursements, interest rates, and borrower trends.
View ProjectSales_Analysis_Using_Excell
May 16, 2025 – May 16, 2025
An interactive Excel dashboard that analyzes global sales data across product categories, countries, and payment methods. It features key performance indicators (KPIs), dynamic charts, and filters to help uncover insights on revenue trends, customer behavior, and product performance.
View ProjectText_to_speech_using-_python
May 3, 2025 – May 3, 2025
A simple Python project to convert text to speech using the pyttsx3 library. It allows customization of speech rate and works offline
View ProjectNoteped-_using-_python
April 30, 2025 – April 30, 2025
A simple dark-themed Notepad application built with Python and Tkinter, created by Shivani Sharma for practicing GUI development and file handling.
View ProjectData-science-with-github
August 10, 2024 – May 22, 2025
A collection of data science and machine learning projects connected to Kaggle. This repo includes EDA, ML, and deep learning notebooks covering real-world topics like housing prices, job markets, recommendation systems, placements, and more. Ideal for beginners and professionals exploring practical applications of data analysis and model building.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate an interest in data science, Python development, and basic data analysis using Excel. The diversity of projects, while showing breadth in personal exploration, does not strongly align with a senior Data Scientist role's typical collaborative, production-oriented, or complex system design requirements. The lack of team projects or contributions to larger systems suggests a potential gap in experience relevant to a collaborative senior role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a focus on individual project completion.