Data Scientist Portfolio

How I Work With Data

My systematic approach to transforming raw data into valuable business insights

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Collect

Extracting data from APIs, SQL databases, spreadsheets, and web scraping methods. I ensure accuracy, completeness, and structure to maintain data quality from the start of every project.

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Process

Cleaning, transforming, and preparing data using libraries like Pandas and NumPy. I handle null values, outliers, and apply techniques that make the dataset suitable for meaningful analysis.

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Visualize

Creating impactful visualizations and dashboards using Matplotlib and Seaborn to reveal trends, compare metrics, and support data-driven decisions through clear, accessible storytelling.

About Me

Professional Overview

Completed hands-on training in Python and data analysis tools

Built projects using Numpy, Pandas, and Matplotlib libraries

Completed modules in SQL, LLMs, and AI applications

Applied ML techniques with Scikit-learn in real-world tasks

Explored deep learning and AI tools for smarter solutions

Data-Driven Vision

Believe in solving problems through data-first thinking

Focused on data storytelling for real business impact

Trained to convert raw data into actionable insights

Aim to build ethical and explainable AI solutions

See data as a tool to drive positive digital change

Tech Stack & Skillset

Skilled in Python for data analysis, scripting, and ML tasks

Proficient with SQL for querying structured data efficiently

Experienced with Pandas, Numpy, Matplotlib, and Seaborn

Applied Scikit-learn for real-world machine learning models

Comfortable using Jupyter, Git, and VS Code for development

Analytical Experience

Passionate about tackling complex business challenges through innovative data-driven approaches.

Thrive on finding patterns in chaos and turning analytical insights into strategic solutions.

Community & Leadership

Professional Service Director at Rotaract Club of Parul University (2025 - 2026)

Skilled at translating complex technical findings into clear, actionable business insights.

Bridge the gap between data science and business strategy effectively at all stakeholder levels.

Education

Parul University - Bachelor of Information & Technology (2022 - 2025)

🏅 Professional Service Director – Rotaract Club of Parul University

Featured Projects

Showcasing impactful data science projects that drive business value

EchoScan – Fake Instagram Account Detector

Built an AI-powered system to detect and report fake Instagram profiles using machine learning, trust scoring, and behavioral analytics. Enhanced social media security by identifying bot behavior, spam patterns, and fake engagement across user profiles.

Python Scikit-learn NLP Flask

Connect – Smart Ride-Sharing & Carpooling App

Developed a ride-sharing platform that connects drivers and passengers based on route, availability, and pricing using AI-powered matching and real-time GPS tracking. Integrated secure payments, ride analytics, and profile verification to ensure safe, affordable, and eco-friendly travel.

Python Flask Google Maps API Firebase

Certifications

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Data Science and Analysis

Advanced statistical analysis and machine learning model development

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Python for Data Science

Advanced Python programming for data analysis and predictive modeling

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SQL for Data Analysis

Advanced Python programming for data analysis and predictive modeling

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Machine Learning for Data Scientists

Comprehensive training in ML algorithms, model optimization, and practical applications

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Deep Learning & Neural Network

Advanced training in neural networks, deep learning architectures, and AI applications

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Web Development

Full-stack web development with modern frameworks and responsive design principles

Diwan FarhanMadar