David Gerard

David Gerard Email and Phone Number

Machine Learning Researcher @ University of Massachusetts Amherst
Amherst, MA, US
David Gerard's Location
Amherst, Massachusetts, United States, United States
David Gerard's Contact Details

David Gerard work email

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About David Gerard

As a result-driven and analytical team player, my background consists of academic and industry experiences in algorithm design, systems engineering, cloud computing, machine learning, and agile development methodologies. Communication and teamwork skills serve a central role in my goal of designing efficient, scalable, and modular software solutions.I am pursuing a master’s degree in Computer Science at the University of Massachusetts Amherst, Manning College of Information and Computer Science. My current research involves the analysis of high-level human mobility patterns and anomalies using Graph Attention Neural Networks and LSTMs. Under the UMass Systems Lab, I previously researched the applications of the Rust programming language to cloud computing software infrastructure.For my first internship, I traveled to Tel Aviv, Israel to work as a software engineer intern with VineSight detecting and mitigating brand disinformation across social media for Fortune 500 companies. For the past two summers, I worked in Boston as a software engineering intern at MITRE, building real-time data management systems to facilitate signal-processing algorithm development. I am currently continuing work for MITRE part-time through the UMass semester.

David Gerard's Current Company Details
University of Massachusetts Amherst

University Of Massachusetts Amherst

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Machine Learning Researcher
Amherst, MA, US
David Gerard Work Experience Details
  • University Of Massachusetts Amherst
    Machine Learning Researcher
    University Of Massachusetts Amherst
    Amherst, Ma, Us
  • University Of Massachusetts Amherst
    Machine Learning Research Assistant
    University Of Massachusetts Amherst Sep 2024 - Present
    Analyzing high-level human mobility patterns and anomalies using Graph Attention Neural Networks and LSTMs. Trains high-performant models with the Unity HPC cluster on the rich Breadcrumbs mobility dataset. Visualizes learned attention weights in post-training analysis to uniquely identify individual and group-wide patterns.
  • Mitre
    Software Engineer Graduate Intern
    Mitre Jun 2024 - Present
    Bedford, Massachusetts, United States
    Developing a real-time GPS anomaly detection system by designing an ACARS signal decoder to monitor commercial and military aircraft communications. Led the redesign of a multi-threaded C++ data manager responsible for buffering and distributing IQ signal data over TCP and shared memory to improve scalability and interoperability.
  • Mitre
    Software Engineer Intern
    Mitre Jun 2023 - Jun 2024
    Bedford, Massachusetts, United States
    Contributed to a scrum team in the MITRE Labs Tactical Edge Solutions department to design the first high-performance, high-fidelity satellite-based search and rescue (SARSAT) software simulation. Awarded a Spark Award for leading the design of containerized Python-based simulation components in a distributed server network and hosting a custom Flask web application with CesiumJS-powered geospatial visualizations.
  • University Of Massachusetts Amherst
    Systems Laboratory Research Assistant
    University Of Massachusetts Amherst Dec 2022 - Dec 2023
    Amherst, Massachusetts, United States
    Thesis: Applying the Rust programming language to the cloud computing adaptive particle swarm optimization (adPSO) task scheduling algorithm reduces system-wide safety vulnerabilities and provides absolute clarity of data exposure level without significant runtime efficiency reduction.* Collaborating with professors and graduates to prioritize real-life applicability to cloud computing development* Crafting an undergraduate honors thesis with a software portfolio to convey key findings and industry applications
  • Jewish Leaders In Business And Entrepreneurship
    Vice President
    Jewish Leaders In Business And Entrepreneurship May 2022 - Jun 2023
    Leads the executive board to cultivate an experiential environment exploring business leadership and Jewish culture. Organizes events, including a series of guest speakers, collaboration-oriented professional development workshops, networking opportunities with professors and business leaders, and social events promoting cultural involvement.
  • Vinesight
    Software Engineer Intern
    Vinesight Jun 2022 - Sep 2022
    Tel Aviv, Israel
    Directly contributed to VineSight's production software by creating a data pipeline to detect, store, and analyze malicious attackers posting impactful disinformation on TikTok. Prioritized the protection of carefully curated brands of Fortune 500 companies and major US-based pharmaceutical companies.
  • Newton Southeast Little League
    Summer Baseball Camp Co-Founder
    Newton Southeast Little League Jul 2020 - Aug 2021
    Newton, Massachusetts, United States
    Co-founder of a summer baseball camp for children ages 8-12 to develop fundamental baseball skills in collaboration with Newton SouthEast Little League. Included fielding ground balls, catching fly balls, and hitting, among other skills. Focussed on developing baseball and teamwork skills with other baseball-lovers while also maintaining safe pandemic practices.
  • Boston Ski And Tennis
    Runner
    Boston Ski And Tennis Oct 2020 - Jan 2021
    Newton, Massachusetts, United States
    Managed the fast-paced, behind-the-scenes transferring, restocking, and storing of rental ski and snowboard equipment for the local ski shop.
  • Newton Community Education
    Computer Science Teacher'S Assistant
    Newton Community Education Jun 2019 - Aug 2019
    Newton, Massachusetts, United States
    - Supported educational programming for intensive kids' classes: Python Intro, BlocksCAD 3D Design- Planned week-long classroom activities to relay overarching concepts of computer science to students
  • Curata
    Sales Team Research Intern
    Curata Jun 2017 - Jul 2017
    Boston, Massachusetts, United States
    - Conducted prospect research and analysis for sales and marketing teams- Increased the quality of leads in Curata's CRM database, enabling a better pipeline conversion

David Gerard Education Details

Frequently Asked Questions about David Gerard

What company does David Gerard work for?

David Gerard works for University Of Massachusetts Amherst

What is David Gerard's role at the current company?

David Gerard's current role is Machine Learning Researcher.

What is David Gerard's email address?

David Gerard's email address is dg****@****ass.edu

What schools did David Gerard attend?

David Gerard attended University Of Massachusetts Amherst, University Of Massachusetts Amherst, Commonwealth Honors College, Newton South High School.

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