Machine Learning Data Analytics

VENKATA PAVAN NARAYANA REDDY DUGGIREDDY

Arlington, Texas +1-945-***-**** *******@****.***.*** linkedin.com/in/pavan-reddy-duggireddy-a62315192 EDUCATION

University of Texas Arlington

Arlington, TX Aug 2023 – Ongoing

Master’s degree in Computer Science and Applications CGPA – 3.77/4.0 Lovely Professional University

Phagwara, Punjab, India Aug 2019 – May 2023

Bachelor’s degree in Computer Science CGPA – 8.23/10 COURSE WORK

Machine Learning, Software Engineering, Data Analytics, Database management systems, Information Security, Software Design patterns, Data Analysis and Algorithms, Computer Vision. TECHNICAL SKILLS

Languages/Scripting: Python, R, SQL, HTML, CSS, JavaScript. Skills: Machine learning, Object-Oriented Programming (OOP), Data Analytics, Data Structures and Algorithms, Data Staging. Cloud Computing: Google Cloud Platform, Azure.

Operating Systems: Windows, macOS, iOS, and DOS.

Methodologies: SDLC, Agile, Waterfall.

WORK EXPERIENCE

Employer: ESK TECHNOLOIGIES Jan 2023 – Jul 2023

Role: Software Development Intern

Responsibilities:

Developed and optimized Python-based backend solutions, enhancing data processing efficiency and application performance.

Designed and implemented RESTful APIs to enhance system interoperability and automation.

Built and maintained ETL pipelines, enabling efficient data extraction, transformation, and migration for analytical insights.

Worked extensively with Oracle SQL, performing data modeling, validation, and query optimization.

Integrated data analytics techniques into application workflows to enhance reporting and decision-making.

Implemented machine learning models to automate processes and generate predictive insights in software applications.

Collaborated with cross-functional teams, ensuring seamless integration of data analytics with software development.

Followed Agile and SDLC methodologies, enhancing development efficiency and maintaining code quality. PROJECTS:

Conference Management System for Efficient Academic Event Management

Built a system for academic conference management, automating submissions, reviews, scheduling, and registration.

Integrated virtual conferencing, live streaming, and automated agenda generation.

Developed a robust backend using Python and MySQL, integrating it with cloud infrastructure for scalability.

Enhanced engagement with virtual Q&A and career development tools. Vector-Based Movie Search Application

Engineered a movie search system leveraging Elasticsearch and vector embedding for intelligent, similarity-based retrieval.

Optimized indexing with structured movie attributes and BERT-encoded synopses for precise recommendations.

Designed an intuitive Streamlit interface for seamless movie discovery.

Utilized Python, Elasticsearch, Pandas, and BERT to enhance search accuracy and performance. Intelligent Vision-Based Object Detection

Engineered a high-performance object detection system using YOLO, achieving real-time accuracy and speed.

Optimized detection with advanced techniques like non-maximum suppression and anchor box refinement, improving accuracy by 15% over reference models.

Trained and fine-tuned models on COCO and PASCAL VOC datasets for robust performance.

Developed an interactive inference tool for seamless image-based object detection.

Leveraged Python, TensorFlow, and deep learning to enhance scalability and precision. CERTIFICATIONS

● Certified in Big Data Analytics by Cloudera.

● Certified in Machine Learning by Coursera.

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