Summary
Overview
Work History
Education
Skills
Websites
Certification
Interests
Timeline
Generic

Cameron Williams

Town n' Country,FL

Summary

Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in Biotechnology.

Overview

6
6
years of professional experience
1
1
Certification

Work History

Data Scientist

Amgen
07.2024 - Current
  • Specialized in developing AI applications using enterprise platforms including Databricks and AWS SageMaker to create practical tools that streamline clinical trial operations, with extensive experience in agentic AI frameworks such as LangChain/LangGraph, Autogen, CrewAI, and OpenAI SDK for building sophisticated automated solutions.
  • Demonstrated proficiency across multiple LLM foundational models including GPT, Claude, Google Gemini, and Llama for diverse application development, while also conducting exploratory research into quantum computing applications using Microsoft's Qiskit package for optimization challenges in clinical and operational contexts.

Amgen LEAD Rotational

Amgen
07.2022 - 07.2024
  • Data Science & Engineering Role: Applied advanced analytics using EHR systems, SQL, and Python with statistical methods (ANOVA, Monte Carlo, Bayesian Statistics) and deployed ML algorithms (LSTM, XGBoost, Transformers) for predictive modeling and operational optimization.
  • Automation Engineer Role: Optimized production workflows through UIPath RPA implementation and LLM integration, while utilizing Celonis process mining to analyze manufacturing data and enhance operational efficiency across production systems.
  • Clinical Trials Data Scientist Role: Developed AI-powered solutions including GPT-4o chatbots for clinical staff productivity and Claude Sonnet-based document processing tools that automated information extraction and form population through advanced prompt engineering and vector databases.


Associate Business Analyst

Amgen
05.2020 - 07.2022
  • Worked directly with internal stakeholders in a consultative capacity to understand complex business objectives and systematically translate these needs into technical requirements and actionable project scopes, then delivered comprehensive solutions including BI dashboards, APIs, and data pipeline infrastructure that aligned with organizational goals and user workflows.
  • Designed, developed, and optimized complete data analytics ecosystems by building custom data pipelines using Databricks jobs for data acquisition and processing, deploying predictive models for trend forecasting, creating performance-optimized storage solutions, and developing interactive dashboards and visualizations using enterprise tools like Tableau, PowerBI, Alteryx, and Smartsheet to monitor KPIs and communicate complex insights to diverse audiences.

Summer Intern

Amgen
06.2019 - 08.2019
  • Product Analyst


Education

Bachelor of Science - BS - Information Science

University of South Florida
Tampa, FL
01.2019

Skills

  • LLMs
  • AI Agents
  • Databricks
  • AWS
  • Statistical analysis
  • Agile methodology
  • Bayesian statistics
  • BI tools expertise (Tableau, PowerBI, Smartsheet)
  • Python programming
  • Data Analytics(Python, R, Tableau)

Certification

  • Build a Data Science Web App with Streamlit and Python
  • Building Stock Returns Heatmap with Tableau
  • Intermediate R
  • Introduction To The Tidyverse

Interests

  • MMA
  • Run Clubs
  • Various herbal teas

Timeline

Data Scientist

Amgen
07.2024 - Current

Amgen LEAD Rotational

Amgen
07.2022 - 07.2024

Associate Business Analyst

Amgen
05.2020 - 07.2022

Summer Intern

Amgen
06.2019 - 08.2019

Bachelor of Science - BS - Information Science

University of South Florida

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