KUSUM TILOKANI — Tech & Data Enthusiast
This repository contains projects focused on data analysis, problem-solving, and building practical tech skills.
The work here reflects a hands-on approach to learning, with an emphasis on real-world applications of Python, SQL, and data visualization tools.
A full-stack risk assessment platform built with Python, Streamlit, and SQLite, evaluating organizational security posture across four risk domains (Digital, Human, Financial, Governance).
- Deterministic risk-scoring engine converting assessment responses into a resilience score and risk classification
- User authentication with session-based data isolation, so each user only sees their own assessment history
- Integrated the Google Gemini API to generate context-aware security recommendations based on calculated risk scores
- Refactored into a modular multi-page architecture (authentication, dashboard, assessment, scorecard, history, admin)
A data analysis project exploring developer salary trends using two real-world Kaggle survey datasets (2019 & 2021).
- Cleaned and merged datasets with inconsistent schemas using Pandas, standardizing 10+ fields into one unified dataset
- Exploratory data analysis (EDA) comparing salary trends across country, experience level, and company size
- Visualizations built with Matplotlib and Seaborn
(More projects will be added as I continue learning.)
What I'm Working On
Strengthening Python and SQL · Expanding my data analysis portfolio · Building small, meaningful projects to improve hands-on skills · Improving IT support fundamentals and technical communication
Contact me
Email: kusumtilokani@gmail.com
A complete list of projects is available here: 👉 View All Projects
More projects will be added over time as part of continuous learning and skill development.
I believe in steady improvement — building real projects, learning consistently, and focusing on practical skills that translate directly to industry roles.