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sakshipatil-hue/README.md

About

I am a B.Tech CSE-AI/ML student at Indore Institute of Science & Technology (IIST), graduating in 2028, with a current CGPA of 8.09.

I am building my career toward Data Analytics, with a strong interest in using data to understand patterns, measure performance, uncover insights, and support better decisions.

My core analytical toolkit includes Python, SQL, Excel, Pandas, NumPy, Statistics, Power BI, Tableau, Matplotlib, and Scikit-learn. Through academic work, projects, and hands-on learning, I am developing experience across the complete analytical workflow:

Data → Cleaning → Exploration → Analysis → Visualization → Insights

My AI/ML background complements my analytics skills by giving me a foundation in predictive modeling, machine learning algorithms, and data-driven problem solving.

I am currently focused on becoming a well-rounded Data Analyst who can combine technical analysis with business understanding and clear data storytelling.

Open To

  • Data Analyst Internships
  • Data Analytics Opportunities
  • Business Intelligence Intern
  • AI/ML Internships
  • Research Opportunities
  • Open Source Contributions

Tech Stack

Languages

Python • C++ • SQL

Databases

MySQL • Relational Databases

Data Analysis & Cleaning

Pandas • NumPy • Exploratory Data Analysis • Data Cleaning • KPI Analysis • Feature Engineering

Visualization & Business Intelligence

Power BI • DAX • Power Query • Excel • Tableau • Matplotlib • Seaborn

Machine Learning & Statistics

Scikit-learn • Regression • Classification • Clustering • Statistics • Probability

Development & Tools

Git • GitHub • VS Code • Jupyter Notebook • Microsoft Excel


AI / ML Expertise

Domain Proficiency Details
Python & Data Analysis 🟣 Intermediate Pandas, NumPy, data manipulation, analytical workflows
SQL & Databases 🟣 Intermediate Queries, joins, filtering, aggregation, relational data
Data Cleaning 🟣 Intermediate Missing values, duplicates, transformations, data preparation
Exploratory Data Analysis 🟣 Intermediate Distributions, correlations, patterns, statistical exploration
Data Visualization 🟣 Intermediate Power BI, Tableau, Matplotlib, Seaborn
Business Intelligence 🟣 Developing Dashboards, KPIs, Power Query, DAX
Statistics & Probability 🟣 Developing Descriptive statistics, probability, analytical reasoning
Machine Learning 🟣 Developing Scikit-learn, regression, classification, clustering
Predictive Analytics 🟣 Developing Applying ML techniques to structured datasets
AI / ML Concepts 🟣 Developing Core AI/ML concepts through academic learning and projects

Featured Projects

📊 Indian Job Market Intelligence

A data analytics project focused on understanding the job market, hiring trends, demanded skills, and role patterns through structured job-listing data.

Category Details
Stack Python • Pandas • SQL • MySQL
Focus Data Collection • Cleaning • Analysis • Database Management
Analysis Job Roles • Skills • Hiring Trends • Market Patterns
Repository GitHub Project

Project Highlights

  • Collected and structured job-market information
  • Performed data cleaning and preprocessing
  • Stored structured data using MySQL
  • Created database views for analytical use
  • Analyzed job roles and skill requirements
  • Used Python and Pandas for data analysis
  • Explored patterns in the evolving job market
  • Designed the project around practical data-driven decision making

🤖 AI Bazaar

A hackathon project combining AI, retail operations, data processing, and dashboards to create a technology-driven retail solution.

Category Details
Stack Python • Flask • Supabase • HTML • CSS • JavaScript
Focus Retail Analytics • Dashboard • Backend • Database
Analysis Sales Data • Business Insights • Retail Information
Repository GitHub Project

Project Highlights

  • Worked on a retail-focused AI solution
  • Built backend functionality using Flask
  • Integrated structured data using Supabase
  • Developed dashboard-based analytical workflows
  • Worked with data uploads and business information
  • Connected application components into an end-to-end system
  • Applied data and AI concepts to a real-world business problem
  • Developed the project in a competitive hackathon environment

🎓 Student Placement Predictor

A machine learning project focused on using student-related data to build a predictive model for placement outcome analysis.

Category Details
Stack Python • Pandas • NumPy • Scikit-learn
Focus Data Preparation • EDA • Machine Learning
Analysis Student Attributes • Predictive Patterns • Placement Outcomes
Repository GitHub Project

Project Highlights

  • Prepared and explored structured student data
  • Performed exploratory data analysis
  • Cleaned and transformed relevant features
  • Applied machine learning techniques
  • Studied relationships between student attributes and outcomes
  • Evaluated model predictions
  • Built an end-to-end predictive analytics workflow

Certifications & Learning

Certification Platform
Data Science Virtual Experience / Simulation Deloitte Forage
Data Analytics Essentials Cisco Networking Academy

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