Patience Fuglo
The Bronx,NY
Summary
Quantitative developer with expertise in LSTM and ARIMA models, delivering precise forecasting solutions at Bullseye Alpha. Skilled in Python and data analysis, optimizing trading strategies to enhance performance metrics. Proven track record in managing product lifecycles from concept to market launch, resulting in profitable monetization. Strong analytical capabilities and entrepreneurial mindset foster innovative solutions in fast-paced environments.
Overview
1
1
year of professional experience
Work History
Founder & Quant Developer
Bullseye Alpha
01.2024 - Current
- Company Overview: A real-time quant research and execution simulation platform.
- Launched an automated research platform enabling real-time ingestion, model backtesting, and trade signal execution.
- Integrated LSTM models for short-term price forecasting, outperforming traditional ARIMA models in volatile markets.
- Built full-stack trading logic including signal filters, drawdown guards, and real-time paper trading through Alpaca API.
- Developed interactive performance dashboards tracking Sharpe ratio, max drawdown, and execution latency.
- Created plug-and-play infrastructure allowing multiple strategy modules and custom ML model deployment.
- A real-time quant research and execution simulation platform.
Quantitative Research Intern
Project
The Bronx, NY
10.2024 - 11.2024
- Engineered cointegration-based pair trading models utilizing ADF tests to identify stable spreads.
- Applied ARIMA and LSTM techniques for dynamic spread forecasting with precise entry and exit signals.
- Conducted rigorous backtesting using RMSE and MAPE validation to enhance trade timing and profitability.
Quantitative Researcher
Project Details
Remote, NY
06.2024 - 08.2024
- Developed rule-based moving average strategies to identify short- and mid-term momentum patterns.
- Executed comprehensive backtesting and parameter tuning using CAGR, win-rate, and drawdown analysis.
- Optimized historical data collection through Alpha Vantage API to enhance model accuracy and reduce latency.
Quantitative Analyst
Project
Remote, NY
03.2024 - 04.2024
- Developed portfolio optimizer to maximize Sharpe ratio using mean-variance theory within constraints.
- Applied covariance matrix analysis and Monte Carlo simulations for performance evaluation under risk stress.
- Presented actionable insights through benchmark comparisons and sensitivity visuals across various scenarios.
Quantitative Research Intern
Project
The Bronx, NY
01.2024 - 02.2024
- Developed dashboards with Plotly and Dash to visualize strategy returns and volatility trends.
- Conducted exploratory data analysis on market datasets to reveal patterns in returns and volatility clustering.
- Facilitated communication of results across teams, enhancing decision-making and executive visibility.
Education
CQF-Certificate - Quantitative Finance
CQF
New York, NY04-2024
NYU SPS - Software Development Bootcamp - Software Development
NYU SPS
New York, NY07-2023
Master of Science - Software Development & Engineering
Pace University
New York, NY05-2023
Bachelor of Science - Computer Science
Lehman College (CUNY)
New York, NY08-2021
Skills
- Python and libraries (Keras, TensorFlow, Scikit-learn)
- Database management (MySQL, MongoDB)
- Time series analysis (ARIMA, LSTM)
- Portfolio optimization
- Forecasting and signal generation
- Data analysis (Pandas, NumPy, Matplotlib)
- Statistical modeling
- Trading platforms (Alpaca, Alpha Vantage)
- Version control (Git)
- Performance metrics
- Risk analysis and strategy development
Timeline
Quantitative Research Intern
Project
10.2024 - 11.2024
Quantitative Researcher
Project Details
06.2024 - 08.2024
Quantitative Analyst
Project
03.2024 - 04.2024
Founder & Quant Developer
Bullseye Alpha
01.2024 - Current
Quantitative Research Intern
Project
01.2024 - 02.2024
CQF-Certificate - Quantitative Finance
CQF
NYU SPS - Software Development Bootcamp - Software Development
NYU SPS
Master of Science - Software Development & Engineering
Pace University
Bachelor of Science - Computer Science
Lehman College (CUNY)
Similar Profiles
Justin DavisJustin Davis
Caster Operator at Bullseye GlassCaster Operator at Bullseye Glass
Lisa WilliamsLisa Williams
Hospitality Worker at Bullseye Event CenterHospitality Worker at Bullseye Event Center
Wyatt ArmstrongWyatt Armstrong
Equipment Operator/ Truck Driver at Bullseye ConstructionEquipment Operator/ Truck Driver at Bullseye Construction
Yismely JaquezYismely Jaquez
Group Leader at Acacia NetworkGroup Leader at Acacia Network
ANITA LAMPTEYANITA LAMPTEY
Receptionist at Mac's SuitesReceptionist at Mac's Suites