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Madhuja Suryawanshi
Looking for a jobHOD Nominee
AI & Data Science student seeking Data Analyst or Business Analyst roles; built a churn prediction study on 800K+ transactions and a Power BI segmentation dashboard.
IndiaHOD Nominee at MGM's JNEC
About
At Cognifyz Technologies, I worked with real-world datasets to clean, analyze, and visualize data, creating charts and dashboards to communicate insights and supporting business reporting.
For my churn prediction research paper, I engineered RFM features on 800K+ transaction records and compared Logistic Regression, Random Forest, and XGBoost. I used SHAP to identify purchase frequency as the top churn driver and built a customer segmentation dashboard in Power BI.
For PassShield, my cybersecurity minor project, I built a password strength analyzer and breach checker with an analytics reporting layer. I also designed a Power BI dashboard covering password strength, breach status, and usage trends.
On a team blockchain land registry project, I was the sole frontend developer for a React app with wallet connectivity and a map. I integrated the frontend with a Solidity smart contract on Ethereum Sepolia and a Node.js/Ethers.js backend with IPFS document verification.
Experience
HOD Nominee
Represented the Department of Electronics & Telecommunication in annual college events.
Head, Department at Glance
Led department's entry in an inter-departmental cultural competition; won 3rd prize (Rs. 3,000).
Data Visualization Intern
Worked with real-world datasets to clean, analyze, and visualize data. Created charts and dashboards to communicate insights clearly and supported data-driven reporting for business use cases.
Data CleaningData AnalysisData VisualizationPower BIExcel
Student Panelist, Int'l Conclave on Sustainable Technology
Selected to present research on Bio-inspired Engineering and Nature-based Solutions.
Education
MGM's Jawaharlal Nehru Engineering College
Pursuing a B.Tech in AI & Data Science with a minor in Cyber Security, expected to graduate in September 2027.
Pursuing a B.Tech in AI & Data Science with a minor in Cyber Security, expected to graduate in September 2027.
Vidhyadham Science Junior College
Completed higher secondary education in science from 2021 to 2023.
Completed higher secondary education in science from 2021 to 2023.
Podar International School (CBSE)
Completed secondary education under the CBSE curriculum.