Professional Resume

Professional Summary

  • Bradley Pudsey
    Software Engineer | AI / ML | Cloud | Fullstack | DevOps
  • Software Engineer with 10 years of experience in machine learning, full-stack development, developmental operations, and cloud archetecture. Skilled in creating innovative solutions to complex problems and optimizing software performance. Proficient in cloud computing, database management, front-end and back-end development, and client-facing roles. Strong project management skills with a track record of delivering high-quality products on time and within budget. Excellent communication and collaboration abilities, with a proven history of working effectively in cross-functional teams.
  • Email: [email protected]
  • Phone: 978-320-8564
  • Address: Raleigh, North Carolina, United States
  • Citizenship: U.S.
  • Website: bradleypudsey.site
  • GitHub: github.com/BradleyPudsey
  • LinkedIn: linkedin.com/in/bradleypudsey

Professional Experience

  • Warecorp, Minneapolis
    Senior Software Engineer (2021 - 2024)
    - Worked and led multiple projects with a focus on social and environmental impact.
    - Pushed internal machine learning initiatives.
    - Kept multiple long-term clients engaged with best practices and modern security needs.
  • Dr Dish / Airborne Athletics
    Senior Software Developer (2021 - 2024)
    - Led a team of developers to create advanced sports training software solutions.
    - Implemented machine learning algorithms to enhance training efficiency.
    - Streamlined software deployment processes, reducing rollout times by 30%.
  • 2ndSwing
    Full Stack Developer & Machine Learning Specialist (2022-2024)
    - Developed a machine learning model leveraging computer vision to identify complex characteristics of golf clubs, increasing customer engagement by 34%.
    - Created a predictive pricing model for golf clubs, increasing accuracy by 20%.
    - Developed scalable e-commerce solutions, enhancing user experience and increasing sales by 25%.
    - Integrated third-party APIs to expand product offerings and streamline operations.
  • REP
    Backend Developer (2021 - 2024)
    - Improved emergency responder dispatch and assignment system, reducing response times by 20%.
    - Fortified administrative software against malicious attacks, ensuring data integrity.
    - Engineered robust server-side applications supporting high traffic volumes.
    - Optimized database performance, reducing query response times by 40%.
  • FanFair
    Software Engineer (2022)
    - Connected musicians with fans using complex AI matching algorithms, increasing artist visibility.
    - Built features for a social media platform, enabling seamless event discovery and user interaction.
    - Collaborated with cross-functional teams to deliver product updates on time.
  • CASP
    Project Manager (2023)
    - Improved sustainability practices by reducing energy consumption by 35% through the implementation of energy-efficient technologies.
    - Led a cross-functional team in the development of a community service platform.
    - Implemented project management best practices, resulting in a 95% on-time delivery rate.
  • GoodCarts
    Lead Developer (2022 - 2024)
    - Connected local and small businesses focused on sustainable community practices.
    - Directed the development of e-commerce integrations, enhancing platform functionality.
    - Improved API performance, resulting in faster data processing and reduced latency.
  • Sift
    Lead Software Engineer (2023)
    - Spearheaded the development of predictive analytics tools for fraud detection.
    - Improved algorithm accuracy by 15% through the application of advanced data science techniques.
  • Brevity
    Senior Software Developer (2023)
    - Designed and implemented real-time communication features, improving user engagement by 20%.
    - Conducted usability testing to refine user interface design.
  • TechikStudios
    AI Engineer (2020 - 2022)
    - Developed AI algorithms for game engines, improving game intelligence and player experience.
    - Collaborated with designers to integrate AI features seamlessly into game narratives.
  • Hydronomic Sustainability Corp
    Data Analyst & Microcontroller Programmer (2018 - 2020)
    - Developed code for hydroelectric dam monitoring sensors, enhancing data accuracy.
    - Analyzed environmental impact data, contributing to sustainability reports.
  • Megs Radio
    Audio Production Intern (2014 - 2015)
    - Developed a radio streaming app for Android devices, achieving 100,000+ downloads.
    - Secured user authentication platform.
    - Improved audio streaming bandwidth and efficiency by over double with encoder and compression optimization.

Technical Projects

  • Write.as Components: HTML to Markdown Conversion Tools: Created custom markdown components, increasing platform flexibility.
  • Jira: Automated React to Svelte Conversion: Developed a Jira-like project management tool using Svelte, improving project tracking.
  • Pico-8 Tactics: Automated Language Conversion: Designed a strategic game in the Pico-8 fantasy console, receiving positive user feedback.
  • Sekiro: Modern Dynamic Graphics with SVGs: Developed high-quality SVG graphics for a Sekiro game mod, enhancing visual appeal.
  • Portal: Thinking in Isometric 2.5D: Created a 2.5D version of the Portal game, implementing innovative game mechanics.
  • Cthulhu Wars: Online Realtime Multiplayer with Firebase: Developed digital assets for Cthulhu Wars board game, improving user experience.
  • Eminent Domain: Serverless Graceful Degradation: Implemented a browser-based version of Eminent Domain, expanding accessibility.
  • Zelda: Data Decompression for the Web: Applied advanced data decompression techniques for a Zelda browser game, enhancing performance.
  • AI-Powered Customer Support Chatbot: Developed an AI chatbot for an e-commerce platform using natural language processing (NLP) and machine learning algorithms, improving customer response times by 40%.
  • Smart Home Automation System: Created a comprehensive home automation system using IoT devices, allowing users to control lights, thermostats, and security systems through a mobile app.
  • Machine Learning-Based Predictive Maintenance System: Implemented a predictive maintenance system using machine learning models to predict equipment failures, reducing downtime and maintenance costs.
  • Personal Finance Management App: Developed a personal finance management application with budget tracking, expense categorization, and financial goal setting features, helping users manage their finances effectively.

Volunteer Experience

  • Local Aid, Costa Rica (2012): Led a comprehensive community building project in Montana Linda, constructing essential infrastructure including water filtration systems and sustainable housing. Organized volunteer teams, managed resources, and ensured project completion ahead of schedule, significantly improving living conditions for over 100 residents.
  • Local Aid, Mexico (2013): Organized and facilitated educational initiatives in Oaxaca, developing curriculum and teaching materials for local schools. Conducted workshops on sustainable agriculture and environmental stewardship, increasing student engagement and knowledge retention by 50%. Established a volunteer network to continue support beyond the project duration.
  • Local Aid, Honduras (2015): Contributed to healthcare and sanitation projects in rural communities, constructing sanitation facilities and promoting hygiene practices. Worked with local healthcare providers to deliver medical supplies and conduct health education sessions, resulting in a 30% decrease in preventable illnesses. Implemented water purification systems that provided clean drinking water to over 200 families.
  • Local Aid, Chile (2016): Participated in environmental conservation efforts in Chilean national parks, focusing on reforestation and biodiversity preservation. Led a team in planting over 5,000 native trees and removing invasive species, enhancing the ecosystem's resilience. Developed educational programs for visitors on the importance of conservation, increasing public awareness and support for environmental initiatives.

Education

  • UMass Amherst
    Master's in Computer Science (2018 - 2021)
    - Graduated with distinction, specializing in AI and machine learning.
  • Fitchburg State University
    Bachelor's in Computer Science (2016 - 2018)
    - Dean's List, completed an honors thesis on distributed computing.
  • QCC
    Associate's in Computer Science (2014 - 2016)
    - Graduated summa cum laude, receiving the Computer Science Award.
  • Scattergood Friends School
    High School Diploma (2012 - 2014)
    - Graduated with honors, excelling in STEM subjects.
  • Home Schooling & Self Teaching (2004 - 2014)

Publications

  • "Environmental Impact of Crypto Mining" (2014): Examined the ecological consequences of cryptocurrency mining, proposing sustainable practices.
  • "Geo-specific Data Centers Infrastructure" (2018): Analyzed the benefits of geo-specific data centers for reducing energy consumption.
  • "Critique on Modern Approach to AI Ethics" (2020): Critically evaluated current AI ethics frameworks, suggesting improvements.
  • "Power and Compute Efficiency in Small & Large Language Models" (2022): Explored techniques for optimizing language models, improving efficiency.
  • "Computer Vision in Emulated Spaces" (2023): Investigated the application of computer vision in emulated environments, advancing the field.
  • "AI Applications for Sustainable Energy" (2024): Discussed the integration of AI in sustainable energy solutions, enhancing efficiency and reliability.

Technical Skills

  • Machine Learning: PyTorch, TensorFlow, Keras, Pandas, Fast.ai
    - Developed and fine-tuned machine learning models for predictive analytics, natural language processing, and computer vision applications.
  • Cloud Computing: AWS, GCP, Azure, Firebase
    - Deployed scalable cloud infrastructure for web applications and data processing pipelines, utilizing serverless architectures and container orchestration.
  • Database Management: MongoDB, PostgreSQL, Firestore, Redis, GraphQL, MySQL
    - Designed and optimized database schemas for high-performance querying and data integrity, implementing robust backup and disaster recovery solutions.
  • Front End Development: React.js, React Native, Svelte, Vue.js, Flutter
    - Built responsive and user-friendly interfaces for web and mobile applications, ensuring cross-browser compatibility and accessibility.
  • Back End Development: Node.js, Express, Moleculer, Django, Ruby on Rails
    - Implemented RESTful and GraphQL APIs, integrating with various third-party services and maintaining secure authentication and authorization mechanisms.
  • DevOps & CI/CD: GitHub Actions, BitBucket Pipelines, Docker, Kubernetes, Terraform
    - Automated deployment workflows, managed infrastructure as code, and monitored application performance, reducing downtime and improving deployment frequency.

Core Proficiencies

  • Full-Stack Development: Expertise in both front-end and back-end development, enabling the delivery of complete, scalable solutions.
  • Machine Learning Implementation: Skilled in applying machine learning techniques to solve real-world problems and optimize processes.
  • Cloud Service Deployment: Proficient in deploying and managing applications on cloud platforms, ensuring high availability and scalability.
  • Performance Optimization: Experienced in optimizing application performance, reducing latency, and improving user experience.
  • Project Management and Delivery: Strong project management skills, ensuring timely delivery of projects within scope and budget.
  • Cross-Platform Software Development: Ability to develop applications that run seamlessly across different platforms and devices.

Languages

  • English: Native proficiency, excellent written and verbal communication skills.
  • Spanish: Conversational proficiency, able to engage in everyday communication and technical discussions.
  • Japanese: Working proficiency, capable of conducting business meetings and understanding technical documentation.

Certifications

  • Azure Data Scientist | Microsoft (Jan 2023)
    - Demonstrated expertise in Azure machine learning services, data preprocessing, and model deployment.
  • Google Cloud Engineer | Google (Jan 2023)
    - Proven skills in designing, deploying, and managing applications on Google Cloud Platform, including networking, storage, and compute services.
  • Certified Kubernetes Administrator (CKA) | The Linux Foundation (Dec 2022)
    - Acquired in-depth knowledge of Kubernetes architecture, components, and operations, with a focus on troubleshooting and cluster management.
  • Amazon Web Services (AWS) Certified Solutions Architect – Associate | Amazon (Nov 2022)
    - Gained expertise in designing resilient, high-performing, and cost-effective cloud infrastructure on AWS.
  • Professional Cloud DevOps Engineer | Google Cloud (Oct 2022)
    - Developed advanced skills in managing CI/CD pipelines, monitoring application performance, and ensuring infrastructure security on Google Cloud.
  • Data Science Professional Certificate | IBM (Aug 2022)
    - Completed comprehensive training in data science methodologies, tools, and applications, including Python, SQL, and machine learning techniques.
  • Microsoft Certified: Azure Solutions Architect Expert | Microsoft (Jan 2022)
    - Demonstrated expertise in designing and implementing solutions that run on Microsoft Azure, including aspects such as compute, storage, security, and networking.
  • Google Professional Cloud Architect | Google (Feb 2021)
    - Validated skills in designing and managing scalable, secure, and highly available solutions on Google Cloud Platform.
  • Oracle Certified Professional, Java SE Programmer (OCPJP) | Oracle (Mar 2019)
    - Established proficiency in Java programming language fundamentals and advanced concepts for building robust applications.
  • CompTIA Security+ | CompTIA (Jun 2018)
    - Demonstrated knowledge of cybersecurity concepts, tools, and procedures, including risk management and threat detection.
  • ISTQB Certified Tester – Foundation Level | International Software Testing Qualifications Board (Oct 2017)
    - Acquired foundational understanding of software testing principles, techniques, and best practices.
  • Advanced Problem Solving | HackerRank (May 2016)
    - Showcased ability to solve challenging algorithmic problems, optimize code, and develop efficient solutions.
  • React Native Developer Certification | Udacity (July 2016)
    - Demonstrated proficiency in building mobile applications using React Native, with a focus on cross-platform compatibility and performance optimization.
  • Advanced JavaScript | HackerRank (May 2015)
    - Mastered complex JavaScript concepts, including asynchronous programming, closures, and advanced data structures.
  • Project Management Professional (PMP) | Project Management Institute (Dec 2016)
    - Certified expertise in project management methodologies, processes, and techniques for successful project delivery.
  • Scrum Master Certification (CSM) | Scrum Alliance (Sep 2015)
    - Demonstrated ability to facilitate Agile project management processes and empower teams to deliver high-quality products iteratively.
  • Linux Foundation Certified System Administrator (LFCS) | The Linux Foundation (Aug 2015)
    - Proficient in Linux system administration tasks, including installation, configuration, maintenance, and troubleshooting.
  • CISSP – Certified Information Systems Security Professional | (ISC)² (May 2014)
    - Recognized expertise in information security architecture, design, and management, covering domains such as risk management, cryptography, and access control.
  • TOGAF® 9 Certified | The Open Group (Apr 2014)
    - Proficient in enterprise architecture frameworks and methodologies for designing and implementing scalable and adaptable IT systems.