Martin Mashalov's repositories
VoiceCloning
Generative voice cloning model using TTS synthesis with state-of-the-art Zero-Shot Multi-Speaker functionality. An web api built with the YourTTS TTS model to clone and generate realistic audio waves
BisonForecastBacktester
Backtesting software for intraday and daily timeframe SARIMAX forecasting model. Capable of forecasting on any asset class with backtesting capability across various parameter sets customizable by the user.
ArbitrageBetting
Using vectorized operations and optimization theory to identify arbitrage in basketball betting at faster speeds to beat the bookmakers.
Covid19Bot
Whatsapp chatbot that allows users to interact with Covid-19 data, find nearest testing centers, and discover credible organization for more information.
CV19DataMining
WebAPI and Data Collection for COVID-19 testing location across all 50 U.S States. Data Mining accomplished with Python scripts from various websites and official sources.
ImpliedVolatilityAnalysis
Predicting asset prices' directional movements based on implied volatility of price action. This experiment was performed on SPX index fund with VIX as implied volatility reference.
ResearchAnalysisMusicLang
Emotional Intelligence and Music data analysis project. Consisted of searching for Pearson R correlations, Chi squared testing, and extended data visualization.
SportsAnalytics
Research on using markov decision processes in combination with decision tree classifiers to predict outcomes of NFL Football and ATP/WTA Professional Tennis matches and generate descriptive and actionable analytics in the process.
Svelte-Feedback-Application
Created simple Svelte application to record user feedback and simulate writing comments and the liking feature. First experiment with frontend frameworks and web development.
SvelteExperiment
Learned basics of Svelte components, frontend framework usage, as well as review on Javascript concepts used in future Svelte applications.
TechnicalAnalysisTrends
Technical Analysis (TA) investigation with Python. Moving averages included as well as outlier detection using signal processing and smoothing. Included as well is market characteristic detection with hurst exponent analysis.
TradeScreener
Screen for stocks in the SPY500 that yield potentially actionable price pattern setups for options trading.
BikeshareUdacity
Bikeshare project with Udacity data science course. First project with pandas and numpy in Python data science.
ComputerVisionTests
All experiments I have done with computer vision technology, including OpenCV, YOLO, CNNs, Attention, Segmentation, Object Detection, and more. For educational purposes only.
Covid19DashboardNYC
A Covid19 Data Dashboard built with Javascript, HTML, CSS with the React framework. Displays Covid19 statistics regarding the pandemic to increase public awareness about the statistics.
InsuranceAnalysisR
R notesbooks used for analysis of actuarial data and to make decisions about portfolios of policyholders.
VIXFuturePrediction
Predicting future VIX movements using forked repository from @maylathant. Investigation on VIX price action and predictive modeling in order to aid in risk management on SPX index fund.