ANALYTICS
Data science, AI, Quantitative Finance, and Business Analytics
SKILLS
PROGRAMMING
- • Python (NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch)
- • R (KlaR, clustMixtype, ggplot2)
- • SQLite (RSQLite)
- • Julia (JuMP, Mosek)
MACHINE LEARNING
- • Supervised/Unsupervised Learning
- • Neural Networks
- • Natural Language Processing
- • Deep Learning
DATA ANALYSIS
- • Statistical Analysis
- • Time Series Analysis
- • Data Visualization
- • Tableau/PowerBI
MATHEMATICS
- • Optimisation & Linear Programming
- • Probability & Stochastic Modelling
- • Statistical Inference & Regression Analysis
- • Game Theory
PROJECTS
PDF Report
PREDICTIVE PORTFOLIO OPTIMIZATION
Optimised a $2M stock portfolio using timeseries prediction and linear programming under ESG, volatility, and diversification constraints
NLP Demo
ITEM CATEGORIZATION USING NLP
Used BERT embeddings and K-means clustering to classify uncoded procurement data and analyse $50M+ in material spend for cost insights
