Composabl is a platform for building intelligent autonomous agents. Intelligent autonomous agents infuse automation with more human-like decision-making for specific tasks by combining various algorithms as skills.

My team's research on Machine Teaching methods and applications of these methods to real industrial problems enables industrial Autonomous Artificial Intelligence to digitize priceless skills in manufacturing and logistics. This is the foundation of Autonomous Transformation in enterprise organizations.

My team is innovating new ways of teaching machines and using these methods to consult major enterprises with tools to build their autonomous systems practice from the ground up.

Writing and testing the playbook for designing autonomous systems intelligence. The building blocks are self-learning agents, rules, programming and orchestration. The result is a modular, explainable, maintainable intelligent brain.

Designed 100 intelligent autonomous systems for 48 Fortune 500 companies (everything from smart bulldozers to factory processes to logistics networks to AI assisted shoe design) and creating the framework for taking deep reinforcement learning solutions to market.Deep Reinforcement Learning is the first AI technology that can learn and execute strategy at human level. We bring this advanced decision making capability from games to autonomous industrial systems. I'm scanning and digesting the industrial ecosystem for product market fit with autonomous systems intelligence (Microsoft Machine Teaching Service).

Mapping high value control and optimization problems to Deep Reinforcement Learning solutions for Fortune 500 enterprises. Innovated AI solutions and machine teaching for Oil & Gas, Manufacturing, Automotive, Smart Buildings, Supply Chain.

Apptimyze is a targeting recommendation engine for the $50B programmatic advertising space. Our platform simulates ad spending in advance and uses machine learning models to outline a visual ad buying strategy.

BriteScheme is a data science consultancy for advertising and digital marketing. We love squeezing insights and intelligence out of big data and work at the crossroads of machine learning, data visualization, product management, and online media. Some of the tools in our toolbox include: R, Node.js, d3.js, clustering, regression, data mining, and SAP HANA.

Flite is like "Photoshop" for assembling display ads from app like components (think Twitter or YouTube in an ad), and a cloud based infrastructure for deploying, measuring, and updating display ads in real time.At Flite I learned how to extend an API into a partner program and marketplace ecosystem by cutting product partnerships. I also gained a deep understanding of B2B content marketing.I envisioned and built Flite Hub, the first App Store for display advertising which was featured in AdWeek, BusinessInsider, Forbes, and Xconomy online. Each partnership results in an app that deploys partner web services in Flite display ads. Key partnerships include product reviews from Bazaarvoice, eCommerce functionality from Channel Intelligence, digital promotions from ePrize, live chat from ChatID, premium editorial content from Newscred, and social promotions from Aditive.

The AdXcel platform is an "ad factory" that agencies and publishers use to combine creative elements with application components like (maps and flight search) and stream them from the cloud as ads.I joined AdXcel as first employee. I applied my knowledge of the advertising ecosystem and my ability to “boil the ocean” and package a very powerful raw technology into a cohesive product offering. See "Apps are the New Ads" for my vision of what online ads should really be like.I crafted the customer and investor pitch and the marketing materials. I developed the business model, prospected customers, lined up product partnerships, and pitched the business to major institutional investors.

Adify (acquired by Cox Enterprises, 2008) was an incubator where media companies and entrepreneurs combined their site inventory with ad space on related blogs and sites into vertical ad networks. They staffed the ad network, sold the ad space, and used the Adify platform to manage day to day operations of the network.As a senior account manager at Adify, I served as an internal consultant and solutions architect with end-to-end responsibility for building and operating custom ad networks for major brands.I learned how to implement projects and programs across multiple internal teams and architect solutions across multiple stakeholders and departments at major clients including AutoTrader, Travel Channel, and Cox TV.

AdMission Spotlight Ads distributed dynamic,searchable and expandable product listings in IAB compliant display ads. AdMission provided self service tools for autos, real estate, and retail advertisers to import listings and create ads.The AdMission Ad Network ran AdMission Spotlight ads across premium and targeted inventory. I built and managed the AdMission Ad Network.I designed the ad operations workflow, engagement metrics reporting, and managed the integration of AdMission rich media technology with ad serving systems. I purchased media inventory for the network and managed trafficking of network campaigns. AdMission was acquired by the Cobalt Group in May 2008.

At AdMission I learned how to provide gold star customer service (email, phone) and white glove on site client consulting for clients like the Houston Chronicle, Orange County Register, Boston Globe, Move.com and others. I learned how to own a product and manage outsourced development teams. I scripted customer solutions including API integration with backend systems and parsing and filtering big data feeds. I also served as the product owner for AdMission Marketplace: an "eBay in a box" classifieds marketplace which was deployed at publishers like the San Francisco Chronicle.

Technical writing taught me that it’s possible to communicate extremely technical concepts in a simple, understandable way. I became a student of Edward Tufte (data visualizations), Richard Lanham (concise business prose) and Alan Cooper (products designed for people not computers)I conducted interviews with technical stakeholders (this came in handy later in product interviews), wrote information topics, processed thousands of review comments and editors notes into final polished information. I managed a PERL build process for delivering content in DITA XML format and built a content comment engine prototype (think Jive) by hacking an open source platform.