
Chandu Harsha Vardhan
@chanduharshavardhan
Junior Data Scientist at Spinnaker Analytics LLC who developed end-to-end ML projects and a fraud detection system with 99.45% ROC-AUC.
What I'm looking for
At Spinnaker Analytics LLC, I built end-to-end machine learning projects across classification, regression, clustering, and time-series forecasting. I also developed Python data pipelines that reduced processing time by 30%.
For Product Cluster Analysis, I applied K-Means to product data and delivered five business-ready segments for inventory strategy. I also developed forecasting and prediction models for energy production, salary ranges, hotel cancellations, corporate bankruptcy, and rainfall.
On my independent Fraud Detection System project, I designed a pipeline to identify transaction anomalies and trained Random Forest and XGBoost models, achieving 0.9945 ROC-AUC. I deployed a Streamlit inference application and Power BI dashboard that real clients adopted for business intelligence reporting.
I work with Python, SQL, and machine learning tools including Scikit-learn and MLflow. I’m eager to contribute, learn, and grow within a collaborative data science team.
Experience
Work history, roles, and key accomplishments
Junior Data Scientist
Spinnaker Analytics LLC
Dec 2025 - Jun 2026 (6 months)
Built 6 end-to-end ML projects spanning classification, regression, clustering, and time-series forecasting. Developed scalable data pipelines in Python, reducing data processing time by 30%, and performed EDA, feature engineering, and model evaluation.
Education
Degrees, certifications, and relevant coursework
NXT Wave
Introduction to Operating Systems, Operating Systems
Completed Introduction to Operating Systems certification in April 2026.
Boston Institute of Analytics
Data Science & AI-ML, Data Science & AI-ML
Completed Data Science & AI-ML certification in June 2026.
NXT Wave
Programming Foundations Python, Programming
Completed Programming Foundations Python certification in December 2024.
Andhra Loyola Institute of Engineering & Technology
B.Tech, Mechanical Engineering
2020 - 2024
Grade: 6.97
B.Tech in Mechanical Engineering with a CGPA of 6.97. Complementary coursework in statistics, data analysis, and programming, with a transition into data science through self-directed learning and professional certification.
NXT Wave
Introduction to Databases, Databases
Completed Introduction to Databases certification in February 2024.
Bhashyam Junior College
Intermediate, General Studies
Grade: 7.67
Intermediate (Class 12) from Bhashyam Junior College, Tirupati, Andhra Pradesh, with a CGPA of 7.67.
Sri Chaitanya School
SSC, General Studies
Grade: 9.2
SSC (Class 10) from Sri Chaitanya School, Tirupati, Andhra Pradesh, with a CGPA of 9.2.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
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