ARSENAL · OF · CAPABILITIES
Technical Arsenal & Tooling
Languages, quantitative tooling, machine learning frameworks, system utilities, and spoken communication competencies.
Languages
Python
C
C++
SQL
Bash / POSIX
ML & Statistics
scikit-learn
XGBoost
LightGBM
GroupKFold CV
SMOTE
Pandas / NumPy
Ensemble Stacking
Applied Finance
Monte Carlo Simulation
CAGR Backtesting
Thompson Sampling
Behavioral Finance
Risk Modeling
Toolchain & DevOps
Git & GitHub
Google AI Studio
Antigravity
Replit
VS Code
Linux
Spoken Communication
English (C2 Native/Fluent)
Bengali (Native)
Hindi (Fluent)