Michael Feffer Email & Phone Number

Pittsburgh, PA, US

Pittsburgh, PA, US

Study and apply machine learning and artificial intelligence techniques to problems in the humanities and social sciences. Current problems of interest include but are not limited to:algorithmic fairnesssustainabilitydata-driven humanitiesmusic information retrieval

Stockholm, Stockholm County, SE

Worked as a graduate research intern on improving automated speech transcription, namely by exploring modifications to OpenAI’s Whisper family of open-source language transcription models, with the goal of obtaining better transcripts for Spotify’s podcasts. Conducted experiments informed by recent research where approaches ranged from model prompting to.

Armonk, New York, NY, US

Worked on two exploratory research projects related to large language models (LLMs) as part of the Responsible and Inclusive Tech team. The first investigated novel processes for prompting LLMs such that responses align with human values and expectations. The second involved prototyping user interfaces that safeguard against prompts that could generate.

Armonk, New York, NY, US

While working remotely with a research team based in Yorktown Heights, NY, I made open-source code contributions to Lale, a Python library for semi-automated data science. I added and debugged several components to pave the way for experiments that evaluated changes in fairness metrics with respect to model parameters and algorithmic bias mitigation.

Purchase, New York, US

(APT was integrated into Mastercard D&S in March of 2019.)Develop and maintain calculation infrastructure leveraged by teams that deliver analytic solutionsAlso perform analytic research by investigated new tools and techniques that have potential for utilization in our software

Arlington, VA, US

Built software for the company's banking clients as part of a team of software engineers, product managers, and quality assurance engineersCollaboratively worked with other employees through code reviewImproved existing code and database architecture to allow for more robust forecasting and prediction techniquesAlso developed frontend tools and widgets to.

Cambridge, Massachusetts, US

Explored personalized machine learning techniques that perform human affect estimation with the end goal of creating personalized systems to detect valence and arousal levels from video and imagesConsulted existing and recent literature for architecture inspiration and wrote code to test architectures and hyperparameters with multiple datasets Assisted.

Cambridge, MA, US

Majored in computer science and minoring in musicFocused on software engineering, artificial intelligence, and machine learningParticipated in several extracurricular activities, including a triathlon club and a community service group

Cambridge, MA, US

Served as a teacher's assistant (TA) for one semester for an intro to machine learning class taught with flipped classroom styleObligations included going over the material for each week at a weekly staff meeting, writing solutions for homework problems, assisting students as they went through problems during class hours, and ensuring that students grasped.

Amsterdam, Noord Holland, NL

Collaborated with another intern to revolutionize trading software configurationCustomized Docker containers with tools created using Go, Javascript, and MongoDBGave final presentation to interns and full-time employees to summarize improvements

Cambridge, MA, US

Applied various AI and machine learning techniques to improve written-digit recognitionIteratively developed functionality by experimenting and evaluating changes in performanceCreated proper documentation for code contributions

New York, NY, US

Virtually assisted users via online chat to understand lessons and troubleshoot code errorsAdvised users on which languages to learn pursuant to their individual goals

Washington, DC, US

Conduct vulnerability analysisWrite tools in Python, PHP, and C and write documentation and usage guidesEngage in the code review process with other interns

Doctor Of Philosophy - Phd, Societal Computing

Master Of Engineering - Meng, Electrical Engineering And Computer Science

Bachelor Of Science, Computer Science

Education record