Madhuja Suryawanshi
@madhujasuryawanshi
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.
IndiaWhat I'm looking for
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
Work history, roles, and key accomplishments
HOD Nominee
MGM's JNEC
Jan 2026 - Jan 2027 (1 year)
Represented the Department of Electronics & Telecommunication in annual college events.
Head, Department at Glance
MGM's JNEC
Jan 2026 - Feb 2026 (1 month)
Led department's entry in an inter-departmental cultural competition; won 3rd prize (Rs. 3,000).
Data Visualization Intern
Cognifyz Technologies
Dec 2025 - Jan 2026 (1 month)
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.
Student Panelist, Int'l Conclave on Sustainable Technology
MGM's JNEC
Jan 2026 - Present (9 months)
Selected to present research on Bio-inspired Engineering and Nature-based Solutions.
Education
Degrees, certifications, and relevant coursework
MGM's Jawaharlal Nehru Engineering College
B.Tech, AI & Data Science
2023 -
Pursuing a B.Tech in AI & Data Science with a minor in Cyber Security, expected to graduate in September 2027.
Vidhyadham Science Junior College
Higher Secondary Education, Science
2021 - 2023
Completed higher secondary education in science from 2021 to 2023.
Podar International School (CBSE)
Secondary Education, General
Completed secondary education under the CBSE curriculum.
Availability
Location
IndiaAuthorized to work in
Salary expectations
Job categories
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