Tucker Nielson
Wellesley,MA
Summary
Driven by a passion for innovation, I leveraged Python and AWS to enhance financial model accuracy by 15% at Precision Insight. My expertise spans machine learning, data science, and embedded systems, complemented by a keen ability for analytical problem-solving. Recently embraced challenges in BCIs at ThinkNeuro, underscoring my commitment to cutting-edge research and continuous learning.
Overview
1
1
year of professional experience
Work History
Research Intern
ThinkNeuro
12.2024 - Current
- Recently accepted; research focus will be on brain-computer interfaces (BCIs) and neuroprosthetics.
Work Experience Program
Amazon Web Services (AWS)
12.2024 - Current
- Recently accepted; project to be determined
Data Science Intern
Precision Insight
07.2024 - Current
- Developed machine learning models analyzing over $100 million in financial data, improving accuracy by 15%, and reducing processing time by 20%.
- Designed financial analytics algorithms to measure non-equilibrium market dynamics, uncovering actionable insights; used AWS CLI, and Python API for large-scale data processing and model deployment.
- Conducted statistical analysis on stock trends, and risk factors to enhance predictive capabilities.
- Completed the final project in analyzing space mission time series.
Education
The Rivers School
Weston05-2027
Skills
- Programming Languages: Python, Julia, C, MATLAB
- Machine Learning & AI: TensorFlow, PyTorch, SciKit-Learn
- Data Science & Computational Tools: Pandas, NumPy, AWS, Quantum Computing
- Software & Engineering: Embedded Systems, Robotics, 3D Printing
Research and Projects
Physics Research
- Researched chaotic pendulum motion in turbulent airflow; modeled nonlinear dynamics with 500+ simulations using Julia and (non)-symplectic numerical methods; pending acceptance to Arxiv
FinaFlowAI
- Currently working alongside industry professional to create and all-in-one mobile platform that heavily leverages AI to help users with any of their personal financial needs.
Timeline
Research Intern
ThinkNeuro
12.2024 - Current
Work Experience Program
Amazon Web Services (AWS)
12.2024 - Current
Data Science Intern
Precision Insight
07.2024 - Current
The Rivers School
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