Tim Liptrot
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Tim Liptrot Email & Phone Number

Data Science Research Assistant at Georgetown University
Location: Washington, District of Columbia, United States 18 work roles 1 school
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Data Science Research Assistant
Location
Washington, District of Columbia, United States

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Tim Liptrot is listed as Data Science Research Assistant at Georgetown University, based in Washington, District of Columbia, United States. AeroLeads shows a matched LinkedIn profile for Tim Liptrot.

Tim Liptrot previously worked as Open Source Analyst at Center For Advanced Defense Studies and Data Analyst at Montage Marketing Group. Tim Liptrot holds Bachelor Of Arts (B.A.), Political Science, Conflict Studies, Physics from Oberlin College.

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About Tim Liptrot

Analyst with expert knowledge of Sudanese politics and one year of experience using Open Source and Human Intelligence to report to US diplomacy stakeholders. Completing a PhD in Political Science on autocratic politics with expert-level knowledge in regressions, causal inference, and forecasting models. Professional-level Arabic speaker. 3 years of experience scripting in Python, R, Palantir and MySQL.

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Georgetown University
Georgetown University
Data Science Research Assistant
Washington, DC, US
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18 roles

Tim Liptrot work experience

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Data Science Research Assistant

Writing a dissertation on power sharing through cabinet appointments in nondemocracy. I show that autocrats use technocratic appointments to the finance ministry to appease their creditors. Wrote a study on the effect of leader turnover in autocracies on the expropriation of foreign direct investment, aggregating 16 yearly panel datasets on developing countries.Review code in Python, R, and Stata to find bugs and malpractice and ensure the security of the publication process as the replication administrator for Political Science Research and Methods. Reviewed 9 packages in Python, 14 in R, and 7 in Stata and identified 61 distinct bugs. Corresponded directly with clients (authors) to repair bugs in their code, reduced the average replication time for papers by 40%, and created visualizations in Tableau.Assisted professors on various research projects using SQL and Python for data scraping, data engineering, and natural language processing. I wrote a natural language system to classify 50,000 tweets by policy area.Assisted professors by building web scraping tools. I created a web scraper in Python that crawled archives of Spanish newspapers and counted mentions of the party, then aggregated and plotted daily mentions and visualized using Power BI and R.

Open Source Analyst

Washington Dc-Baltimore Area

Designed, researched, and wrote dossiers on illicit networks in Sudanese politics for US diplomacy stakeholders. I authored 5 dossiers and presented them to US diplomacy stakeholders, including US Ambassador John Godfrey.Managed databases in SQL, including bills of ladings of Sudan’s trade partners, overseas assets, and Sudanese identity. I identified arms shipments worth millions of USD in potential violation of the UN arms embargo on Sudan and presented findings to US diplomacy stakeholders.Build a new database of government workers' emails in Sudan for information-gathering campaigns using Palantir. Aggregated over 6,000 emails from the Sudanese military, social security administration, and central bank. I designed a new algorithm for matching names when they are inconsistently translated across languages, which reduced search times by 90%.Trained journalists on research methods to identify flights, track international goods shipments and trace corporate ownership networks. Journalists I trained identified a cement company owned by the RSF paramilitary. Produced a technical report on the ownership of Sudanese companies affiliated with the Wagner network. Identified 3 previously unknown shell companies operating in Wagner’s Sudan network in the gold, agriculture, and transport.

Nov 2022 - Jul 2023

Data Analyst

Created a backend system to move data from a subcontractor's SQL database into cleaned, validated, and usable Excel data for the team. Cleaned and maintained a dataset of events with 50,0000 observations and 3,000 rows. Designed a system for harmonizing historical data across 4 previous database generations.Built an automated system in Python to collect reports from staff members and send weekly emails flagging errors in reporting.Wrote visualizations that linked advertising events to UTM codes to identify the effect of our advertisement campaign on member enrollment. Presented these findings to senior staff at the National Institute of Health.Gathered historical data on advertising campaign success by city visited and combined it with municipal data on income, city size, and urbanization. Used these inputs to create a random forest model that predicted event attendees and enrollment for cities visited to help in program targeting.

Jun 2022 - Nov 2022

Gis Technician

Apple Via Mindlance

Seattle, Washington, United States

Improved product quality to break into emerging markets.- Modeled Malaysian Borneo for Apple Maps- Mapped Downtown Kota Kinabalu- Performed quality control of subcontractor mappers

May 2020 - Sep 2020

Web Developer

Employ Stats provides statistical and econometric services to clients primarily for assessing economic damages in expert testimonyo Used R scripts to interface between desktop statistical calculations and front-end hosted on wordpresso Wrote scripts to interface between RStudio, LaTeX, and the WordPress API using XML-RPC

Apr 2020 - May 2020

Researcher

Open Think Tank hired me as a researcher on a contract with UNICEF to gather data on their research contractorso Identified two hundred potential clients to be vetted for UNICEF policy research and data gathering contractso Described current and past contractors including hiring policies, financial data, thematic specialty and research output

Dec 2019 - Jan 2020

Data Analyst

Amman, Jordan

o On behalf of UNICEF, managed a survey on WASH (Water, Sanitation and Hygiene) issues in Zaatari refugee camp, to inform funding decisions and the privatization of camp serviceso On behalf of the Institute for Development studies, managed a survey of local leaders in marginalized urban communities to inform the social stability policies of the Dutch Ministry of Foreign Affairs: managed all outputs for 20k USD contracto On behalf of GIZ, analyzed and presented the results from 7 regional surveys of local Jordanians to assess the risks of refugee cash for work programming in different communitieso On behalf of DFID, designed a randomized control trial to assess the effects of cash and voucher programming at reducing negative coping strategies among Syrian Refugees(project completed after I left)o Used Python, R and Excel to inspect, process and edit data from surveys in Jordan, Yemen, Syria and Libyao Data analysis, data wrangling, statistical analysiso Created engaging data visualizations using R, Python and ArcMapo Managed relational database of surveys from across the MENA regiono Presented research findings on governance strategy toward interaction with non-state actors and corruption in aido Developed new relationships with senior government leaders at USAID, CSSF/DFID, CIDA and UNDP and maintained relationships with the Jordanian government, to protect and improve the brand of Impact Initiativeso Managed 3 national-staff enumerators for data collection

Feb 2019 - Oct 2019

Independent Researcher

Self-Employed
Dec 2018 - Jul 2019

Science Writer

Amman Governorate, Jordan

Wrote and designed science textbooks and curricula based on British, Qatari, and Australian curriculum standards for students ages 10 to 15Directed a team of designers and illustrators to create clear and engaging diagrams for scientific concepts

Nov 2017 - Aug 2018

Astrophysics And Engergy Science Tutor

Oberlin College Physics Department

Oberlin, Oh

Taught astrophysics concepts to students with limited scientific and mathematical backgroundsTutored math skills in a team of three

Sep 2014 - May 2017

Conflict Resolution Intern

Greater Atlanta Area

Managed and developed database of tens of thousands of conflict events from conflict groups and citizen journalists using Palantir software and analyzed trends in conflict events with a focus on the use of advanced missiles.In one week, geotagged and standardized 4,000 reports of ceasefire violations compiled by the United Nations Special Envoy for Syria from parties to the conflict.

Jun 2016 - Aug 2016

Intern

Human Rights In Iran Unit

Greater New York City Area

Independently research human rights violations in drug treatment in IranAssisted research on capital punishment issueProvided assistance with lobbying third committee representatives

May 2015 - Aug 2015

Astrophysics Researcher

Oberlin, Ohio

Work with a small group of students under the direction of a professor to research as part of the larger NANOGrav consortium's effort to detect gravity waves.Write equations and programs to process data from the Arecibo ObservatoryStudy current issues of pulsar based gravitational wave detection

May 2014 - May 2015

Volunteer Teacher

Spring Of Hope School

Cambodia

Taught English to 20 children ages 8-14 in a rural village who came from different ethnic groups with different home langugesAdvised head of NGO based in New York about the status of the school

Jan 2015 - Feb 2015

Board Member

Oberlin Student Cooperative Association

Oberlin, Oh

Acted as trustee for multi-million dollar member-run non-profit for housing and food servicesDrafted, reviewed and deliberated on policies including employee salaries, tax status, compliance with state regulations and oversaw the distribution of funds for a loan program to Nicaraguan farmers

Sep 2014 - Dec 2014

Economic Justice Intern

Oberlin Community Services

Oberlin Ohio

Distributed and organized basic necessities for food insecure Ohio residentsManaged a small team of interns working on issues of economic justiceOrganized the training of volunteers to assist community members in filing their taxes

Jan 2014 - Feb 2014

Camp Counselor

Hugeunot, New York

Provided 24 hour care to six campers twelve years of ageTaught a class in theater to interested campers

Jun 2013 - Jul 2013
1 education record

Tim Liptrot education

FAQ

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What company does Tim Liptrot work for?

Tim Liptrot works for Georgetown University.

What is Tim Liptrot's role at Georgetown University?

Tim Liptrot is listed as Data Science Research Assistant at Georgetown University.

Where is Tim Liptrot based?

Tim Liptrot is based in Washington, District of Columbia, United States while working with Georgetown University.

What companies has Tim Liptrot worked for?

Tim Liptrot has worked for Georgetown University, Center For Advanced Defense Studies, Montage Marketing Group, Apple Via Mindlance, and Employstats.

How can I contact Tim Liptrot?

You can use AeroLeads to view verified contact signals for Tim Liptrot at Georgetown University, including work email, phone, and LinkedIn data when available.

What schools did Tim Liptrot attend?

Tim Liptrot holds Bachelor Of Arts (B.A.), Political Science, Conflict Studies, Physics from Oberlin College.

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