Amrutha Vanaparthi - Machine Learning Engineer | Data Scientist | Software Developer - Machine Learning Engineer | Data Scientist

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 Experience

Machine Learning Intern

NIVAN

Nov 2022 - Feb 2023

Pune, Maharashtra, IN

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

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%.

Software Development Engineering Intern

CeduraTech

Jun 2021 - Aug 2021

Hyderabad, Telangana, IN

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

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

Computer Science

Ajeenkya DY Patil University

8.45 CGPA

Aug 2019 - May 2023

Pune, Maharashtra, IN

Certificates

Data Science Bootcamp

Odin School

SQL Certification

HackerRank

Jan 2023

Projects

Sensor Fault Detection

Jan 2024 - Jan 2024

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

Jan 2023 - Jan 2023

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

Data Analysis for Game Balance

Nov 2022 - Jan 2023

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

Languages

English

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