Machine Learning Data Science

ANUSHA VENNAPUSA

Chicago, USA +1-913-***-**** @website **********@****.***.*** @linkedin @github PROFESSIONAL SUMMARY

Proficient in data engineering and data science, with expertise in optimizing data pipelines, cloud computing, and AI-driven solutions. Experienced in designing scalable architectures, enhancing data workflows, and implementing machine learning models. Skilled in cloud platforms like AWS and Azure, big data tools such as Apache Spark and Kafka, and databases including SQL and NoSQL. Passionate about leveraging data engineering to drive insights, automation, and efficiency. TECHNICAL SKILLS

Languages: Python, SQL (Postgres, MS-SQL, MySQL), JavaScript Frameworks: Flask, Django, React, Node.js, Spring Boot Data Science and Engineer Tools: Git, Docker, Machine Learning (EDA Statics), Deep Learning, NLP, Data Analysis Cloud Platforms: AWS (EC2, S3, Sage Maker, Lambda), IBM Watson, Microsoft Azure Data Visualization: Microsoft Power BI, Tableau

Big Data & AI Tools: Apache Spark, Apache Kafka, Databricks, Snowflake, TensorFlow, PyTorch Cloud and Security Tools: AWS, SQL Server, Linux (Configuring and Managing) Version Control & DevOps: Git, Docker, CI/CD Pipelines Methodologies: Agile (Scrum), Problem-solving, Data Modeling EXPERIENCE

Software Developer Amazon March 2022 – Dec 2022

• Worked on migrating ML workflows to Native AWS, enabling automated scalability based on workload demands and improving the logging and troubleshooting capabilities.

• Developed a customized batch workflow plugin for an external team to help them save up to $6MM in human labeling costs for ML experiments. This was achieved by auto-labeling high-confidence records using our ML models. Java, Python, TypeScript, AWS Step Functions, AWS Batch, Lambda, S3, DynamoDB, EC2, SQS, SNS, AWS CDK, AWS Athena, Elastic Search, TensorFlow.

INTERNSHIPS

Data Analyst Intern Global Shala Excelerate June 2023 – October 2023

– * Conducted extensive data analysis on field failures and correlated findings with upstream manufacturing processes to identify root causes and improve cell quality.

* Developed test models to enhance detection and outlier rejection criteria for field rejects, resulting in improved reliability and reduced failure rates.

* Created data visualizations to effectively communicate analysis results to cross-functional teams and drive decision making processes regarding key failure modes in the field. Social Media Analyst Intern GlobalShala January 2023 – June 2023

• Analyzed social media engagement trends to optimize marketing strategies and improve audience reach.

• Conducted sentiment analysis using machine learning models to assess brand perception.

• Created interactive data visualizations using Power BI and Tableau to present key insights to stakeholders.

• Developed SQL queries to extract and analyze engagement metrics from large datasets. Digital Marketing Intern GlobalShala March 2023 – May 2023

• Assisted in executing digital marketing campaigns by analyzing web traffic and user behavior.

• Optimized SEO strategies to improve website visibility and increase organic traffic.

• Utilized data analytics to evaluate campaign performance and suggest improvements.

• Collaborated with cross-functional teams to enhance social media marketing effectiveness. Project Management Intern Excelerate June 2023 – August 2023

• Assisted in managing project timelines, deliverables, and stakeholder communications.

• Implemented Agile methodologies to streamline project execution and enhance productivity.

• Conducted risk assessments to identify potential bottlenecks and mitigate project delays.

• Created dashboards using Power BI to track project progress and resource allocation. Data Visualization Intern Excelerate March 2023 – May 2023

• Developed interactive dashboards using Power BI and Tableau to visualize key business metrics.

• Designed automated data pipelines for real-time reporting and improved decision-making.

• Analyzed customer behavior data to uncover trends and provide strategic recommendations.

• Enhanced data storytelling techniques to present insights effectively to senior leadership. EDUCATION

Illinois Institute of Technology Master’s in computer science August 2023 – May 2025

Vignan’s Institute of Engineering for women Bachelor’s in computer science June 2019 – May 2023

PROJECTS

Snowflake Real-Time Data Warehousing Expertise

• Established a scalable data warehousing infrastructure using Snowflake, optimizing resource allocation and reducing data retrieval time by 20%.

• Ingested real-time data streams from sources like Apache Kafka and AWS Kinesis, resulting in a 25% improvement in data ingestion efficiency.

• Designed and implemented star and snowflake schemas for efficient data storage, improving query performance by 15%.

• Developed ETL processes for data transformation and cleansing, achieving a 35% increase in data quality and consistency. AI-Powered Chatbot Development

• Developed and deployed an AI chatbot using NLP frameworks like AWS Lex, IBM Watson, and Azure.

• Built deep learning-based conversational models using Python and PyTorch, enhancing user engagement and accuracy.

• Integrated chatbot functionalities with RESTful APIs and both SQL/NoSQL databases to improve responsiveness and data storage.

• Implemented sentiment analysis and intent recognition to refine chatbot performance and user interaction. Machine Learning for Computer Vision

• Designed and trained deep learning models for facial recognition and object detection.

• Optimized ML models for accuracy, achieving a 15% improvement in detection rates.

• Applied computer vision techniques for feature extraction and image classification.

• Integrated models into real-time applications, improving performance and scalability. A W A R D S

Vizianagaram Mobile Tracking Police Website

• Developed a mobile tracking police website under the Andhra Pradesh Police Department.

• Designed and implemented real-time tracking features to enhance public safety and law enforcement efficiency.

• Enabled tracking and recovery of over 2,000 mobile devices per day, significantly improving crime response times

• Recognized and appreciated by Andhra Pradesh Chief Minister Jagan Mohan Reddy for contributions to public security. XR Design Hackathon

• Participated in hackathons, including XR Design Hackathon, building an AR/VR APP for Galaxy.

• Active contributor to open-source projects on GitHub, focusing on big data and AI applications. CERTIFICATIONS

• Databricks Certified Data Engineer

• Microsoft Certified: Azure Security Engineer Associate

• AWS Certified Solutions Architect – Associate

• Microsoft Certified: Azure Data Engineer

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