Director of Data Science
Greater Boston Area, MA – Jan 2017-present
I lead data analytic, algorithmic, and scientific initiatives across iRobot, supporting ~30 professionals as the Head of Data Science and Machine Learning. We help develop algorithms (recommender systems, predictive analytics, reinforcement learning, computer vision, object recognition, etc.) that run on-board our robotic fleet and in our consumer-facing app. Our objectives are varied but ultimately focus on improving our customers' experience—always in a privacy-conscious and respectful way.
Our teams work at the intersections of Cloud Operations, IoT and Data Engineering, Software Development, Testing, Digital Product Management, Security and Privacy, Commercial and Marketing teams. We provide a credible, single source of truth for analytics, experimentation, and development of insights, software, product, and features across the enterprise.
I came to iRobot with a vision—to build a world-class data science team that helps bring intelligence to a global fleet of consumer robots. Ultimately, our objective was two-fold: first we had to generate immediate analytical ROI on high value and high visibility projects to demonstrate the results of the substantial initial investment, but importantly we also needed to place audacious bets and enable the company to deliver on the promise of a truly smart home.
iRobot designs and builds robots that provide people with smarter ways to clean and accomplish more in their daily lives. iRobot's portfolio of solutions features proprietary technologies for the connected home and advanced concepts in navigation, mobility, manipulation and artificial intelligence. The company was founded in 1990 by MIT roboticists with the vision of making practical robots a reality; since then it has sold more than 15 million robots worldwide.
Greater Boston Area, MA – Jan 2016-present
Research shows that Measurement-Based Care improves outcomes, but is critically underused. By partnering with organizations to achieve successful implementation, Mirah makes MBC into a sustainable practice. Mirah helps behavioral health organization incorporate data into therapy and level-of-care decisions, with outcomes visible to clinicians and leadership. Clear, easily accessible data analytics help identify and proliferate best practices.
Senior Manager—Data Science, Big Data Analytics and Platform Engineering
Greater Boston Area, MA – Aug 2014-Jan 2017
Manager, Data Science; Aug 2014-Aug 2015
Senior Manager, Data Science; Aug 2015-Sept 2016
Senior Manager, Data Science, Big Data Analytics and Platform Engineering; Sept 2016-Jan 2017
Every day at EnerNOC I got to work with an amazing group of people and:
EnerNOC, a provider of demand response solutions and energy intelligence software is now part of Enel. With capabilities to better address budgets and procurement, utility bill management, facility analysis and optimization, sustainability and reporting, project tracking, and demand management, EnerNOC's SaaS platform helped enterprises control energy costs, mitigate risk, and streamline compliance and sustainability reporting.
Director, Analytics Consulting Group
Greater Boston Area, MA – Jul 2013-Jul 2014
During my tenure as Director of Analytics, our team:
Harte Hanks is one of the world’s leading marketing service organizations, delivering millions of customer interactions every day for some of the best-loved brands in the world. The Analytics Consulting Group is brought in to deliver the most sophisticated projects, such as natural language processing, campaign analytics, and market segmentation.
Greater Boston Area, MA – Feb 2013-Jun 2013
My team analyzed longitudinal patient claims data to inform price and reimbursement strategies for industry clients.
The Amundsen Group is now a division of the IQVIA Market Access Strategy & Analytics organization. Their main focus is to help pharmaceutical companies with quantitative and data-driven commercialization consulting.
Senior Consultant, Engagement Manager
Greater Philadelphia Area, PA – Sep 2011-Jan 2013
It was my privilege to work directly with owner and Principal, Jack Kloeber, and apply decision sciences methods to complex strategic problems. During my tenure at Kromite, I got to:
Kromite is led by Jack Kloeber, a retired US Army Lt. Colonel who taught mathematics at West Point and decision analysis at the Air Force Institute of Technology, who headed Portfolio Management for Bristol-Myers Squibb and J&J Pharma prior to Kromite.
Kerdan Group, now Human Care Systems
Consultant, Senior Consultant
Greater Boston Area, MA – May 2006-Jul 2011
Consultant; May 2006-Mar 2009
Senior Consultant; Mar 2009-Jul 2011
During my time with that exceptional team, I got to work on many projects across multiple therapeutic areas, business units, and markets. These included:
Kerdan was founded in 2001 by Matt Hall and Thom Doyle on an idea: instead of providing clinical abstractions and deductively analyzing pharmaceutical data, that we could get better results via abductive logic—an "Occam's Razor" approach to strategy. Our methodology was built on open-minded observation, inquiry, and prototyping.
Dive Master, Open Water Instructor
Christiansted, USVI – Jul 2004-Jun 2005
I spent almost a year there learning to dive, and eventually teaching others to dive as well. St. Croix Ultimate Bluewater Adventures is a PADI 5-Star Instructor Development Center and a PADI Tec Diving Center. As a dive-master here, I took up to 14 certified divers per dive on underwater tours and shared local animal and coral information back on deck.
The 4,000 year old St. Croix barrier reef is one of the best developed reef systems in the tropical Atlantic Caribbean and is the most extensive reef on the Puerto Rican shelf. The island is located on the boundary between the Caribbean Sea and the Atlantic Ocean, and has a wall that drops 13,000 feet (4km). There are 5 shipwrecks within 100 yards of each other off Butler Bay.
Investment Banking Analyst
Greater New York Area, NY – Jul 2003-Jun 2004
Morgan Stanley is an American multinational financial services corporation who provides securities products and services. As a Global Capital Markets analyst with the firm, I analyzed models and comparables on event-triggered credit financings for both investment-grade and high-yield assets.
Volunteering and Internships
Volunteer Pet Rescuer
Greater Boston Area, MA – 2010-Present
HomeAgain PetRescuers are part of a nationwide network of over 1 million volunteers who help reunite missing pets with their families. This network is alerted every time a lost cat or dog goes missing in a location, and provides training and resources to aid in the rescue.
Greater Boston Area, MA – Spring 2003
For two afternoons every week I provided assistance in French, Portuguese, and Spanish to families and friends of patients in the waiting area. Many non-native English-speaking patients do not have a support network nearby, and I tried to help them feel a little more comfortable in the hospital.
Founded in 1811, the 820-bed world-renowned medical center offers sophisticated diagnostic and therapeutic care in virtually every specialty and subspecialty of medicine and surgery. Each year the MGH admits approximately 35,000 inpatients and handles more than 1 million visits.
Summer Research Associate
Rio de Janeiro, Brazil – Spring & Summer 2002
During this summer research internship, funded by the 2002 MIT Provost research grant, I performed a comparative study of the local presidential election media coverage, highlighting the disparity between the alleged objectivity and impartiality of newspapers, and their behavior as political agents during election campaigns.
The School of Electoral Studies, Political Communication, and Public Opinion, a department of the Institute for Social and Political Studies (IESP) of the State University of Rio de Janeiro (UERJ), has acquired a significant database of journalistic coverage in Brazil.
Undergraduate Research Opportunities Program
Cambridge, MA – Fall 2001
Under direct supervision of Mechanical Engineering Professor Seth Lloyd, I explored quantum information theory, computation, and communications in order to make progress toward a transfer control protocol for quantum data.
One of the earliest programs of its kind in the United States, MIT’s UROP allows students to participate in research as the junior colleagues of Institute faculty. The Research Lab of Electronics Quantum Information Group conducts investigations in two major areas: The first is in quantum information, with research in the design of quantum computer and quantum communication systems, as well as work in quantum algorithms, theory of quantum information, and quantum control theory. The second is in complex systems, including problems of complexity in engineering and in measures of complexity.
Poços de Caldas, Brazil – Summer 2001
I was an intern here, so I assume that mostly I just slowed other people down while I learned a ton! This unit has about one thousand employees and four integrated production areas: mining, refining, smelting, and aluminum powder. Here, Alcoa produces calcined alumina and hydrated alumina, metal in liquid form, billets, ingots, and powdered aluminum. This is also where the company centralizes the services of the administrative and financial areas for Brazil operations.
São Paulo, Brazil – Summer 2000
Itaú is the largest Latin American bank and one of the largest banks on the planet, with approximately 96,000 employees and operations in 20 countries; the bank provides services to individuals and companies of all sizes, from major transnational groups to local micro-entrepreneurs. I was an intern here too, so I know that mostly I just slowed other people down while I learned a ton!
Patents and Applications
Honors, Awards & Publications
Massachusetts Innovation & Technology Exchange
19th Annual MITX Awards, May 2015.
EnerNOC's energy intelligence software collects and analyzes millions of data points about how enterprises buy energy, how much they're using, and when they're using it, and marries that information with grid and market signals, such as real-time prices, weather, and overall system peak. As a result, enterprises get actionable insights into how they can save money and use energy more productively, and utilities and grid operators get firm, reliable demand-side resources.
INFORMS, the Institute for Operations Research and the Management Sciences
2015 Analytics Conference. April 2015.
Syngenta partnered with KROMITE to jointly reevaluate crop research & development program operations, which resulted in improved crop output, reduced time-to-market, significant cost optimization, and increased portfolio value. Together, they developed new analytical tools that dramatically improved project lead training, decision-making and planning, and analytical thinking in the organization; and initiated a multi-year effort to customize and launch similar tools across all major crop areas.