π Iβm currently working on
Building a strong foundation for quantitative finance and data science, with hands-on projects around financial data analysis, time-series modeling, and ML pipelines using Python.
π€ Iβm looking to collaborate on
Stock market prediction & forecasting projects
Time-series analysis (ARIMA, SARIMA, LSTM, Prophet)
Quant trading strategies (alpha signals, backtesting, factor models)
Portfolio optimization & risk analysis
ML/DL models applied to financial data
Market sentiment analysis using news & social media data
π€² Iβm looking for help with
Improving model robustness and avoiding overfitting in financial data
Understanding real-world quant workflows used in hedge funds / prop firms
Advanced backtesting frameworks and performance metrics
Translating academic finance concepts into production-ready code
π± Iβm currently learning
Statistics using Python for financial analysis, including:
Probability distributions & statistical inference
Hypothesis testing and confidence intervals
Regression analysis (OLS, multivariate, regularization)
Time-series concepts (stationarity, autocorrelation, volatility modeling)
Risk metrics like VaR, CVaR, Sharpe & Sortino ratios
Libraries: NumPy, Pandas, SciPy, Statsmodels, scikit-learn
π¬ Ask me about
Quantitative finance & data science career paths
Python for financial analysis and ML
Stock markets, trading strategies, and risk management
Turning math & statistics into real-world financial models
Learning resources for quants and data scientists
β‘ Fun fact
I enjoy breaking down complex financial models into simple logic β if I canβt explain it clearly, I assume I donβt understand it well enough π
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