Jim Duncan work email
- Valid
- Valid
- Valid
- Valid
Jim Duncan personal email
Jim Duncan is a Lead Data Scientist at ICF at ICF. He possess expertise in python, sql, machine learning, sciki, hadoop and 16 more skills.
-
Lead Data ScientistIcf Apr 2023 - PresentReston, Virginia, UsTook a NLP proof of concept in a SageMaker notebook, and spearheadedeffort to turn the logic into an event driven ML pipeline using Lambdas,custom asynchronous Sagemaker Endpoints, RDS, & QuickSight. Used inproduction on a daily basis. Final product- Identifies pertinent topics by extracting keyphrases in anunsupervised manner using pretrained language models andparts-of-speech-ML pipeline derived keyphrases from ~350K documents andsummarizes results on QuickSight dashboard. Pipeline automaticallyscales to handle larger than average data pulls.- Dashboard used to identify current & emerging topics for businessowner of dataset-Single click deployment of pipeline via CloudFormation and Jenkins -
Senior Data ScientistIcf Mar 2021 - PresentReston, Virginia, UsUsed AWS Glue to create significant efficiencies in a quarterly Risk Modelupdate. Previous updates were run locally and took ~ 80 hours to complete.Utilizing concurrent jobs in Glue, decreased update time down to ~4 hours.Work as recognized as significant enough to receive Ruby award for effort
-
Data ScientistIcf Sep 2019 - Mar 2021Reston, Virginia, UsImplemented novel graph based time-series anomaly detection approachusing Dynamic Time Warping and GraphX library. Recall of approach wasabove 90% for a population of ~100K data points
-
Data Engineer/ScientistTista Science And Technology Corporation Feb 2018 - Sep 2019Rockville, Maryland, Us -
Data Science ConsultantSelf-Employed Jan 2017 - Jan 2018
-
Data Science FellowGalvanize Inc Jul 2016 - Nov 2016Boulder, Colorado, UsProjects:• Electric Vehicle Detection• Clustering Cyber• Fraudulent Event Detection -
Natural Gas Options TraderLuminant Sep 2011 - Apr 2016Dallas, Tx, UsProfitably managed the natural gas & power options book. Helped create, price, and implement option strategies to protect the P&L on Luminant’s lignite and natural gas assets. Worked with Intercontinental Exchange to implement a new cleared natural gas GDD option necessary to manage end user risk—previously options had been OTC. Proven ability in ERCOT options to consistently make accurate markets over a period of time. Created and maintain an up to date Natural Gas vol skew model.Modeled real options of power plants using VBA & Excel o Created a UI that allowed the user to cleanly and easily manipulate numerous inputs o Model pulled pertinent data from a variety of sources o End product allowed for an easy diagnostic of the drivers in the value change -
Senior AnalystEnergy Future Holdings Feb 2011 - Sep 2011Dallas, Texas, Us•Adeptly provided reporting on LUME consolidated option roll-off risk •Implemented a previously unreported risk – the ineffectiveness of our fundamentals based heat rate compared to the market heat rate -
AnalystEnergy Future Holdings Feb 2007 - Feb 2011Dallas, Texas, Us•Accurately & promptly provided both Gas & Power exposure to upper management that Luminant had with Lehman the day Lehman filed for bankruptcy •Experience in modeling, pricing, and analyzing the profit drivers of both vanilla and exotic natural gas, power, emission and weather options•Utilized Excel, VBA, & SQL to provide daily P&L, positions, and ad hoc analysis for our Nat Gas, Power, Emissions, Coal, Oil, Weather, and Options books•Supported Natural Gas traders in both the Physical and Financial spaces•Implemented an extrinsic model of our Gas Plant fleet •Performed liquidity analysis using CME SPAN software on the impact of potential trades on our overall portfolio•Communicated daily with our Exchange brokers to confirm and reconcile margin and trades for the day
Jim Duncan Skills
Jim Duncan Education Details
-
Georgia Institute Of TechnologyComputer Science -
Southern Methodist UniversityOperations Research With A Specialization In Finance
-
Southern Methodist UniversityMathematics
-
Southern Methodist UniversityElectrical Engineering
Frequently Asked Questions about Jim Duncan
What company does Jim Duncan work for?
Jim Duncan works for Icf
What is Jim Duncan's role at the current company?
Jim Duncan's current role is Lead Data Scientist at ICF.
What is Jim Duncan's email address?
Jim Duncan's email address is jd****@****ech.com
What schools did Jim Duncan attend?
Jim Duncan attended Georgia Institute Of Technology, Southern Methodist University, Southern Methodist University, Southern Methodist University.
What are some of Jim Duncan's interests?
Jim Duncan has interest in All Things Outdoors, Amongst Others, Cycling, Hiking, Running, Swimming, Triathlon.
What skills is Jim Duncan known for?
Jim Duncan has skills like Python, Sql, Machine Learning, Sciki, Hadoop, Financial Modeling, Business Analysis, Financial Analysis, Commodity Markets, Risk Management, Business Process Improvement, Electricity Markets.
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial