Summary
Overview
Work History
Education
Skills
Academic Projects
Certification
Timeline
Generic

Harshita Bamniya

Indore

Summary

Motivated data analytics learner with working knowledge of Python, SQL, Excel, and data visualization tools. Actively developing skills through continuous learning and practical projects, and eager to contribute while growing professionally.

Overview

2
2
Certifications

Work History

Backend Development Intern — BugsBon Software Comp

Mr. Kundan Singh Panwar
Mandsaur
06.2025 - 08.2025
  • Developed and optimized RESTful APIs in PHP to support data exchange between client dashboards and backend services, improving response reliability and speed.
  • Built backend modules using PHP + MySQL, including CRUD operations, session handling, and role-based user authentication.
  • Improved API efficiency by validating inputs and reducing redundant database queries, resulting in smoother frontend integration.
  • Implemented secure authentication workflows (login, signup, reset password) with server-side validation and sanitized database interactions.
  • Collaborated with developers in weekly code reviews to refine backend logic, follow MVC structure, and maintain clean, reusable code.
  • Worked in an agile environment, debugging backend issues, documenting API endpoints, and supporting integration with frontend teams.

Education

Undergraduation - Computer Science & Engineering

SGSITS Indore
Madhya Pradesh
01-2026

High School Diploma -

Government Polytechnic College
Mandsaur, Madhya Pradesh
01-2023

St. Thomas Sr. Sec. School
Mandsaur, Madhya Pradesh
01-2020

Skills

  • Python
  • SQL
  • Advanced Excel
  • Data Analysis
  • Data Cleaning
  • Data Visualization
  • Power BI
  • Statistical Basics
  • Problem Solving

Academic Projects

COVID-19 Data Analysis using SQL

  • Performed data cleaning and exploratory data analysis on a COVID-19 dataset using SQL
  • Analyzed trends, case distributions, and key metrics to understand data patterns
  • Prepared cleaned and structured data for further visualization and insights

Web Scraping Project – Amazon SQL Books Dataset

  • Built a web scraping solution to collect data from Amazon when datasets were not publicly available
  • Created a structured dataset of SQL books including product details
  • Stored and prepared scraped data for analysis and querying

Bike Sales Analysis & Dashboard using Advanced Excel

  • Cleaned and transformed bike sales data using Excel functions and Pivot Tables
  • Created an interactive dashboard to analyze sales by continent, age group, and customer segments
  • Identified top-performing regions and purchasing trends using data visualization

Exploratory Data Analysis using Python

  • Conducted basic EDA using Python libraries such as Pandas and Matplotlib
  • Analyzed data distributions, trends, and patterns
  • Generated visual insights to support data-driven understanding

Certification

NPTEL – Data Analytics with Python
Gained hands-on experience with data manipulation, analysis, and Python libraries such as NumPy, Pandas, and Matplotlib.

Timeline

Backend Development Intern — BugsBon Software Comp

Mr. Kundan Singh Panwar
06.2025 - 08.2025

Undergraduation - Computer Science & Engineering

SGSITS Indore

High School Diploma -

Government Polytechnic College

St. Thomas Sr. Sec. School

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Harshita Bamniya