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Rutgers University

Penn State

Collaborated with Risk Management to develop model orchestration tools for their loss forecasting models
● Defined and communicated a strategic vision for the team, focusing on user-centric and technical components of a graph
learning framework
● Innovated an interactive model workflow, optimizing Business Analyst operations resulting in a reduction of manual time
by up to 30 minutes/day
● Championed the integration of IPython notebooks into the ML pipeline, simplifying code conversion and accelerating
development, saving the time of business analysts by up to an hour per day
● Built functionality to determine if a predictive pipeline was run and stored locally or in the cloud, from which it would
fetch the precomputed output, saving compute time
● Led cross-functional teams to explore and implement an internal graph learning framework, resulting in being used for
data deduplication from 127 million accounts to 67 million accounts, and is used to deflect ~$20 million per year in
fraudulent transactions
● Implemented algorithms for similarity matching over graph nodes with PySpark. Efficiently ran over millions of nodes

Technical Product Manager

Oversaw the design and implementation of machine learning pipelines, from data collection to deployment
● Launched an automated image tagging feature, enhancing search accuracy by 10%
● Led the development of a deep reinforcement learning-based dialog manager, optimizing customer interactions and
product discovery
● Leveraged BERT and transformer-based architectures to improve natural language understanding and generation, ensuring
seamless user interactions
● (2023) Proposed, researched, and implemented a fully-functional generative AI model using retrieval-augmented
generation with Pinecone, a modified Langchain, and a fine-tuned language mode

Machine Learning Engineer

Collaborated with cross-functional teams (sales, marketing, legal) to gather requirements and deliver tailored solutions.
● Developed web applications offering on-demand data visualizations, enhancing stakeholder insights
● Streamlined data management and analytics procedures, ensuring scalability and efficiency

Developer

Adam Williams

English

Native or bilingual proficiency

Spanish

Professional working proficiency

Chinese

Business Analysis

Communication Skills

Project Management

GitHub

Python

Data Analysis

Time Management

Design Thinking

Machine learning skills

Collaboration

User Research

Stakeholder management

product strategy

Innovation

Communication

Leadership

Problem Solving

Time management

Interpersonal Skills

Organization

self-motivation

Critical thinking

Teamwork

Adaptability

Adam Williams

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