Adam Brown
Boca Raton,FL
Overview
1
1
year of professional experience
Work History
Undergraduate Research Assistant
Florida Atlantic University
08.2025 - Current
- Derived and implemented auditory and spectral looming equations (dB-based and Hz-based) to estimate Time-to-Contact (TTC), achieving >0.99 Pearson correlation between simulation estimates and ground-truth physics models.
- Designed rule-based threat detection system (0–5 scoring scale) that fused auditory looming with Doppler-based acceleration signals, improving TTC classification accuracy under acceleration/deceleration scenarios.
- Developed Python simulation and real-time visualization of looming-based threat detection using matplotlib animations, creating an interactive model of an approaching train with dynamic TTC and threat level monitoring.
- Created reproducible codebase with modular functions for looming, TTC, and threat scoring, structured for potential extension into machine learning and sensor fusion research.
- Collaborated with faculty mentor to translate theoretical models of visual looming into auditory and frequency domains, contributing to early-stage research on multimodal sensor fusion for obstacle detection.
Calculus Tutor/Learning Assistant
Florida Atlantic University
01.2025 - Current
- Tutored 40+ students per semester in Calculus I & other college-level mathematics, driving exam score improvement.
- Broke down complex problems into clear, logical steps, strengthening analytical and computational thinking.
- Created custom learning materials (practice problems, guides, and visual aids) that enhanced conceptual understanding and retention.
- Facilitated collaborative problem-solving sessions, building teamwork and communication skills applicable to technical projects.
- Adapted teaching methods to diverse learning styles, demonstrating flexibility and creative problem-solving.
- Recognized for being approachable, patient, and effective, fostering a supportive environment for skill development.
Education
Bachelor of Science - Computer Science
Florida Atlantic University
Boca Raton, FL05-2028
Skills
Python, C, MATLAB, VHDL, R; NumPy, Pandas, scikit-learn, PyTorch, TensorFlow, FastAPI; Machine Learning, Deep Learning, Neural Networks, Regression & Classification, Time Series Forecasting; Quantitative Finance, Monte Carlo Simulation, Black-Scholes, Heston Model, Options Pricing, Risk Modeling, Backtesting; Linear Algebra, Probability, Statistics, Stochastic Processes, Optimization; Data Analysis, Problem-Solving, Communication, Team Collaboration
Core Competencies: Machine Learning Quantitative Finance Stochastic Modeling Algorithm Design Data Analysis
Languages
English
Native or Bilingual
Hebrew
Professional Working
Timeline
Undergraduate Research Assistant
Florida Atlantic University
08.2025 - Current
Calculus Tutor/Learning Assistant
Florida Atlantic University
01.2025 - Current
Bachelor of Science - Computer Science
Florida Atlantic University
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