• Collaborated with domain experts to devise a multi-model stock portfolio.• Conducted meticulous research and data preprocessing, ensuring superior data quality and accuracy, leading to more reliable insights.• Implemented diverse machine learning algorithms including Random Forest, SVM, LSTM, and G-CNN, enhancing prediction accuracy and performance.• Engineered a sophisticated stock market analysis system leveraging machine learning techniques to predict stock price movements.• Crafted and presented impactful data visualizations to depict analysis results, providing clear insights and recommendations to the research team.

• Designed financial models with optimized pricing tiers to support early round VC funding of ~$1-2M• Created a 5-year growth strategy focused on user growth, setting targets to acquire 5,000 users by May 2023, 1,000,000 users by YE23, and 20,000,000 users by YE27• Conducted thorough market analysis and customer research to precisely identify target audience, resulting in effective marketing strategies and optimized user engagement

• Utilized financial development models to asses viability and forecast potential success of projects• Oversaw seamless sale and transfer of two properties with a strong focus on customer satisfaction• Collaborated with marketing department to automate marketing content, reducing customer acquisition costs by 2%

• Led the development of Python-based programs to extract, format, and analyze daily failure to deliver transactions originating from a number of US exchanges.• Conducted extensive and incisive analysis into raw daily CBOE options transaction data to identify and categorize different legged trading strategies through employment of Python programming.• Closely collaborated with division heads in the creation of comprehensive reports on the GameStop short squeeze by analyzing different sources of market activity to share findings.• Leveraged exchange data to calculate spreads over a wide variety of securities by generating statistical output of historical data.• Furnished in-depth assistance and support in the process of automating data collection processes for employment in daily operations.