Amrutha Vanaparthi

Machine Learning Engineer | Data Scientist | Software Developer
Pune, IN.

About

Highly motivated and results-driven Computer Science graduate with hands-on experience in machine learning, data analysis, and full-stack software development. Proven ability to enhance operational efficiency, improve product performance, and drive data-driven insights, eager to leverage technical expertise in a challenging Data Science, Machine Learning, or Software Development role.

Work

NIVAN
|

Machine Learning Intern

Pune, Maharashtra, India

Summary

Spearheaded data-driven initiatives as a Machine Learning Intern, optimizing operational efficiency and product recommendation systems through advanced analytics.

Highlights

Drove a 15% improvement in decision-making efficiency by analyzing complex datasets and providing actionable, data-driven insights.

Streamlined data processing workflows using Python and SQL, achieving a 20% reduction in data preparation time and ensuring data quality and consistency.

Enhanced operational efficiency across key business units by 15% through comprehensive data analysis, identifying critical patterns and insights.

Developed and fine-tuned machine learning models with Scikit-learn and TensorFlow, boosting product recommendation accuracy by 30%.

CeduraTech
|

Software Development Engineering Intern

Hyderabad, Telangana, India

Summary

Contributed to full-stack development and machine learning initiatives, enhancing user experience, product performance, and customer satisfaction.

Highlights

Enhanced user experience and interface design for the 'Tabula Rasa' website, ensuring responsive and intuitive navigation.

Developed and maintained the 'SchoolForAI' website, utilizing modern web development tools and best practices to deliver seamless functionality.

Resolved customer-raised issues for the 'CEDLYT' product, achieving a 95% customer satisfaction rate through effective warranty support.

Engineered predictive models and machine learning algorithms, leading to a 20% improvement in product performance and customer retention.

Education

Ajeenkya DY Patil University
Pune, Maharashtra, India

Bachelor of Technology

Computer Science

Grade: 8.45 CGPA

Languages

English

Certificates

Data Science Bootcamp

Issued By

Odin School

SQL Certification

Issued By

HackerRank

Skills

Programming Languages

Python, Java, JavaScript, SQL, C++.

Machine Learning & Data Science

Scikit-learn, TensorFlow, Pandas, Numpy, Matplotlib, Data Analysis, Predictive Modeling, Hyperparameter Tuning, Data Visualization, Machine Learning Algorithms.

Web Development & Frameworks

React, FastAPI, HTML, CSS, JavaScript, UI/UX Design.

Cloud & DevOps

AWS (S3, EC2, ECR), Docker, Google Cloud Platform, Linux, Continuous Delivery, Deployment.

Databases

MongoDB, NoSQL, SQL, Database Management.

Tools & Platforms

VS Code, Eclipse, Git, Microsoft Excel, Microsoft Word, Tableau, Power BI, Jupyter Notebooks, Windows Server.

Soft Skills

Problem Solving, Communication, Teamwork, Collaboration, Development Practices, Network Configuration.

Projects

Sensor Fault Detection

Summary

Developed an end-to-end Sensor Fault Detection System for heavy-duty vehicle Air Pressure Systems, minimizing maintenance costs through real-time failure identification.

Laptop Price Prediction Model

Summary

Developed a machine learning model to predict laptop prices based on extensive data exploration and advanced regression techniques.

Data Analysis for Game Balance

Summary

Executed a comprehensive data analysis project to validate and optimize game balance, ensuring fairness and statistical integrity across various game sessions.