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Chandu Harsha VardhanCV
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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.

India
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What I'm looking for

I’m looking to contribute, learn, and grow within a collaborative data science team.

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

SL

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

NW

NXT Wave

Introduction to Operating Systems, Operating Systems

Completed Introduction to Operating Systems certification in April 2026.

BA

Boston Institute of Analytics

Data Science & AI-ML, Data Science & AI-ML

Completed Data Science & AI-ML certification in June 2026.

NW

NXT Wave

Programming Foundations Python, Programming

Completed Programming Foundations Python certification in December 2024.

AT

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.

NW

NXT Wave

Introduction to Databases, Databases

Completed Introduction to Databases certification in February 2024.

BC

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.

SS

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.

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