Research Data Scientist

• Oct 2023 - Present

Data Scientist

• Jun 2019 - Jun 2023

I work closely with clinical team to conduct research into how motor and cognitive dysfunction due to neurodegenerative conditions affects typing. Using raw keystroke data, I translate this research into features which are then used to develop structured keystroke biosignatures. These biosignatures are then used as inputs to a machine learning algorithm which outputs interpretable and quantifiable digital biomarkers for the identification of motor and cognitive decline. I work closely with clinical team to conduct research into how motor and cognitive dysfunction due to neurodegenerative conditions affects typing. Using raw keystroke data, I translate this research into features which are then used to develop structured keystroke biosignatures. These biosignatures are then used as inputs to a machine learning algorithm which outputs interpretable and quantifiable digital biomarkers for the identification of motor and cognitive decline.

Senior Data Engineer Associate

• Apr 2018 - Apr 2019

Responsibilities include developing methods to analyze key healthcare business issues, collaborating with academic and internal partners to develop external facing research, content & data visualizations, in addition to extracting and conducting rigorous analysis on data from our production systems to deliver a steady stream of analyses to our stakeholders that answer questions about healthcare utilization, quality, outcomes, and cost. Notable achievements include completing a detailed analysis… Show more Responsibilities include developing methods to analyze key healthcare business issues, collaborating with academic and internal partners to develop external facing research, content & data visualizations, in addition to extracting and conducting rigorous analysis on data from our production systems to deliver a steady stream of analyses to our stakeholders that answer questions about healthcare utilization, quality, outcomes, and cost. Notable achievements include completing a detailed analysis on physician capability and burnout survey for 1,400 physicians. Show less Responsibilities include developing methods to analyze key healthcare business issues, collaborating with academic and internal partners to develop external facing research, content & data visualizations, in addition to extracting and conducting rigorous analysis on data from our production systems to deliver a steady stream of analyses to our stakeholders that answer questions about healthcare utilization, quality, outcomes, and cost. Notable achievements include completing a detailed analysis… Show more Responsibilities include developing methods to analyze key healthcare business issues, collaborating with academic and internal partners to develop external facing research, content & data visualizations, in addition to extracting and conducting rigorous analysis on data from our production systems to deliver a steady stream of analyses to our stakeholders that answer questions about healthcare utilization, quality, outcomes, and cost. Notable achievements include completing a detailed analysis on physician capability and burnout survey for 1,400 physicians. Show less

Staff Engineer

• Sep 2017 - Dec 2017

Graduate Research Assistant

• Aug 2016 - Sep 2017

Responsibilities include working as a research assistant on various projects at different Boston health systems, project and portfolio management, writing literature reviews and manuscripts, assisting with grant writing, and business development planning.

Graduate Research Assistant

• Jun 2015 - Jul 2016

Data analytics, statistical analysis, healthcare systems engineering with applications in performance and quality improvement. Sponsored by Binghamton University Watson Institute for Systems Engineering (WISE) program. Data analytics, statistical analysis, healthcare systems engineering with applications in performance and quality improvement. Sponsored by Binghamton University Watson Institute for Systems Engineering (WISE) program.

Intern at Office of Entrepreneurship and Innovation Partnerships

• Dec 2014 - Jun 2015

Responsibilities included helping to assist student and local start-up companies with integration of the Start-Up New York program, reorganization and updating of intellectual property confidentiality agreements, creation of webpages for the planned re-launch of the office website, and data analysis and presentation to the office.

Teaching Assistant

• Jan 2015 - May 2015

TA for ISE 261 (Probabilistic Systems I) under Dr. Mark Poliks. Duties included leading weekly discussion sections, grading homework assignments, quizzes, and examinations, and holding weekly office hours.

Teaching Assistant for Probabilistic Systems II and Industrial Automation.

• Aug 2014 - Dec 2014

TA for ISE 362 and ISE 370. Duties included leading weekly laboratory and discussion sections, grading homework assignments, quizzes, and examinations, using AutoCAD and PTC Creo software, and holding office hours each week.

Co Founder

• Dec 2014 - May 2015

Positively Cup Crazy sells unique hand-drawn and designed mugs. We take custom requests and each mug can be personalized. Each mug is unique and subject to individual variations. I take care of the marketing, shipping, customer service, and financing aspect of the business, while my co-owner does the actual designing and drawing on mugs. Positively Cup Crazy sells unique hand-drawn and designed mugs. We take custom requests and each mug can be personalized. Each mug is unique and subject to individual variations. I take care of the marketing, shipping, customer service, and financing aspect of the business, while my co-owner does the actual designing and drawing on mugs.

Barista

• Jun 2014 - Aug 2014

Customer Service Representative

• Aug 2010 - May 2014

Duties included handling all aspects of ticket sales to students, staff, and the community, using Choice and Vendini ticketing software and Microsoft Excel for financial tracking, conducting general office duties such as cash transactions, filing, answering of phones, selling supplies, sending faxing, answering emails, responding to mail, and making copies. Duties included handling all aspects of ticket sales to students, staff, and the community, using Choice and Vendini ticketing software and Microsoft Excel for financial tracking, conducting general office duties such as cash transactions, filing, answering of phones, selling supplies, sending faxing, answering emails, responding to mail, and making copies.

Substitute Teacher's Aide

• May 2012 - Jan 2014

Worked as a substitute teacher's aid for grades K-12 at Port Dickinson Elementary School, Chenango Bridge Elementary School, Chenango Valley Middle School, and Chenango Valley High School (all in the Chenango Valley School District) Duties included reading exams aloud for students in need of this accommodation, proctoring of exams for students during finals and midterms, providing one-on-one support with students, lunch duty, and bus duty. Worked as a substitute teacher's aid for grades K-12 at Port Dickinson Elementary School, Chenango Bridge Elementary School, Chenango Valley Middle School, and Chenango Valley High School (all in the Chenango Valley School District) Duties included reading exams aloud for students in need of this accommodation, proctoring of exams for students during finals and midterms, providing one-on-one support with students, lunch duty, and bus duty.

Student Teacher

• Oct 2013 - Dec 2013

Taught two sections of Algebra 2 & Trigonometry, one section of Pre-Calculus for college credit at Genesee Community College, and one section of Algebra 2 Advanced Studies also for GCC credit. Taught two sections of Algebra 2 & Trigonometry, one section of Pre-Calculus for college credit at Genesee Community College, and one section of Algebra 2 Advanced Studies also for GCC credit.

Student Teacher

• Sep 2013 - Oct 2013

Student teaching under cooperating teacher John Baer, with three Math 7 classes, one Math 7/8 class, and AP Calculus AB. Student teaching under cooperating teacher John Baer, with three Math 7 classes, one Math 7/8 class, and AP Calculus AB.

Student Employee (Summer/Winter Intersession Employee)

• May 2011 - Aug 2013

-Tested and cleaned smoke detectors, heat detectors, duct detectors, strobes, and pull stations in all campus buildings -Removed and cleaned detectors for renovation of buildings -Cleaned and maintained the fire alarm shop and the warehouse -Used the Siemens Fire Alarm Panels to put system into Walktest and test the sensitivities of each detector -First hired as a student summer employee for summer 2011, was rehired for Winter Intersession 2011-2012, and rehired again as a student… Show more -Tested and cleaned smoke detectors, heat detectors, duct detectors, strobes, and pull stations in all campus buildings -Removed and cleaned detectors for renovation of buildings -Cleaned and maintained the fire alarm shop and the warehouse -Used the Siemens Fire Alarm Panels to put system into Walktest and test the sensitivities of each detector -First hired as a student summer employee for summer 2011, was rehired for Winter Intersession 2011-2012, and rehired again as a student summer employee for summer 2013. Show less -Tested and cleaned smoke detectors, heat detectors, duct detectors, strobes, and pull stations in all campus buildings -Removed and cleaned detectors for renovation of buildings -Cleaned and maintained the fire alarm shop and the warehouse -Used the Siemens Fire Alarm Panels to put system into Walktest and test the sensitivities of each detector -First hired as a student summer employee for summer 2011, was rehired for Winter Intersession 2011-2012, and rehired again as a student… Show more -Tested and cleaned smoke detectors, heat detectors, duct detectors, strobes, and pull stations in all campus buildings -Removed and cleaned detectors for renovation of buildings -Cleaned and maintained the fire alarm shop and the warehouse -Used the Siemens Fire Alarm Panels to put system into Walktest and test the sensitivities of each detector -First hired as a student summer employee for summer 2011, was rehired for Winter Intersession 2011-2012, and rehired again as a student summer employee for summer 2013. Show less

Tutor

• Oct 2012 - Apr 2013

I tutored 7th grade students mostly in mathematics, but occasionally in other courses as well. I tutored 7th grade students mostly in mathematics, but occasionally in other courses as well.

Customer Service Representative

• Apr 2008 - Aug 2010

-Answered phone calls from customers -Helped customers who entered the store by writing contracts for party rental equpiment -Washed, pressed, and put together linen orders (table clothes, napkins, stage skirts, etc.) -Filled balloon orders and arrangements (regular balloons, spiral arches, string-of-pearls arches, centerpieces, columns etc.) -Sending and receiving faxes -Making copies -Using contract software -Went on deliveries and helped to set up events at various… Show more -Answered phone calls from customers -Helped customers who entered the store by writing contracts for party rental equpiment -Washed, pressed, and put together linen orders (table clothes, napkins, stage skirts, etc.) -Filled balloon orders and arrangements (regular balloons, spiral arches, string-of-pearls arches, centerpieces, columns etc.) -Sending and receiving faxes -Making copies -Using contract software -Went on deliveries and helped to set up events at various locations throughout the Binghamton, NY area -Put together flatware orders -Created display windows for the store to advertise various services and decorations available -Cleaned and maintained the office and the showroom, again creating displays to exhibit the many products the store has available for rent Show less -Answered phone calls from customers -Helped customers who entered the store by writing contracts for party rental equpiment -Washed, pressed, and put together linen orders (table clothes, napkins, stage skirts, etc.) -Filled balloon orders and arrangements (regular balloons, spiral arches, string-of-pearls arches, centerpieces, columns etc.) -Sending and receiving faxes -Making copies -Using contract software -Went on deliveries and helped to set up events at various… Show more -Answered phone calls from customers -Helped customers who entered the store by writing contracts for party rental equpiment -Washed, pressed, and put together linen orders (table clothes, napkins, stage skirts, etc.) -Filled balloon orders and arrangements (regular balloons, spiral arches, string-of-pearls arches, centerpieces, columns etc.) -Sending and receiving faxes -Making copies -Using contract software -Went on deliveries and helped to set up events at various locations throughout the Binghamton, NY area -Put together flatware orders -Created display windows for the store to advertise various services and decorations available -Cleaned and maintained the office and the showroom, again creating displays to exhibit the many products the store has available for rent Show less