Dan Avery Email & Phone Number

Conducting independent research and development in machine learning and AI, focusing on audio processing, natural language processing, and model interpretability.• Developed system for analyzing information flow in transformer architectures, revealing patterns in how different token types are processed through attention layers.• Architected experimental audio processing pipeline applying NLP architectural patterns to sound classification. Engineered complete system from raw audio processing through model training, including novel tokenization approach using K-means clustering on spectrograms.• Designed and implemented system for analyzing decision-making processes in Audio Spectrogram Transformers, including tools for isolating and interpreting critical segments of audio inputs.Live demos and detailed documentation available at demo.danavery.com.

During my career break, I've spent time taking care of my new daughter and adjusting to parenthood, all while navigating the pandemic. While doing that, I've been diving into Python and deep learning with PyTorch and TensorFlow, exploring possible ways to apply natural language processing to understand and interpret animal communication. I'm ready to start on my next challenge!

San Francisco, California, Us

• Led development of a data-driven lab results UI project, improving healthcare provider efficiency and patient care quality through intelligent data consolidation and visualization.• Engineered visualization tools to analyze and clarify complex data relationships within a large-scale Rails application, enhancing development efficiency for both provider and patient-facing interfaces.• Prototyped a contract testing system to support the transition from monolith to microservices architecture, demonstrating ability to architect scalable, data-intensive systems.• Collaborated with cross-functional teams to translate complex medical data into intuitive, user-friendly interfaces.

• Led product design and technical development for a civic tech startup, streamlining public record request processing for over 100 government agencies.• Architected and implemented a scalable cloud-based system using Ruby on Rails, JavaScript, and AWS, handling complex workflows including document input, timeline tracking, and automated redaction.• Developed data-driven features to optimize request processing, potentially reducing response times and improving government transparency.• Managed the product roadmap, balancing technical feasibility with user needs and strategic goals, demonstrating ability to lead cross-functional teams in delivering impactful solutions.• Gained valuable experience in applying technology to improve public sector efficiency and transparency, aligning with goals of creating meaningful societal impact.• Contributed to the company's growth and product maturity, laying groundwork that supported a successful acquisition in 2021.

Arlington, Va, Us

• Engineered data transformation and loading processes for customer billing and energy usage data from multiple utility companies, enabling actionable energy insights for millions of customers.• Developed and maintained configurations for web interfaces to customer utility data, ensuring data accuracy and consistency.• Contributed to Opower's mission of promoting energy efficiency through data-driven insights and user-friendly interfaces.

San Francisco, Ca, Us

• Led technical development for the Code for America 2013 Fellowship team assigned to Summit County, Ohio, overseeing all technical strategy and project architecture.• Developed an interactive hiking and biking trail finder using Leaflet.js and a Ruby on Rails REST-based API, integrating data from multiple parks and trail organizations.• Created a trail data standard that became the basis for the OpenTrails data specification, enabling seamless data sharing between park agencies.• Demonstrated the potential of open-source technology to improve public services and community engagement.

• Designed, developed, and launched StickyWords, a top-100 ranked Entertainment app for iOS.• Utilized Objective-C for native iOS development, showcasing ability to create user-friendly and engaging mobile applications.• Managed the entire app development lifecycle, from concept to App Store release and ongoing updates.

Sunnyvale, Ca, Us

• Contributed to the development and definition of a new JavaScript developer API for building Yahoo Mail-based applications, aimed at increasing user engagement.• Served as the primary technical contact for developers, troubleshooting both their applications and the Mail app platform.• Created and delivered a comprehensive training program for the platform, enabling internal developers worldwide to build Yahoo Mail applications.• Supported Yahoo's strategy of opening its platform to third-party developers, enhancing the ecosystem around its core products.

San Francisco, California, Us

• Pioneered the development of Archive-It, a web-based service for creating and preserving web archives for memory institutions.• Architected and implemented integrations between the Internet Archive Wayback Machine, Heritrix web crawler, Nutch search engine, and Archive's repository software, enabling on-demand automated web archiving and search indexing.• Managed development of Archive-It's JavaServer Faces-based front-end interface while also creating and maintaining the project's Ruby on Rails-based public site.• Contributed to the preservation of digital cultural heritage and the advancement of web archiving technologies.