• Conducted feature engineering on a 10M+ rows dataset to extract actionable insights and increase accuracy of models

• Trained an LSTM model to predict future buoy trajectories using bearing-distance forecasting

• Conducted extensive feature engineering for a risk-quantification model; created a metric to measure diversity of portfolios via analysis of variance and unsupervised learning

• Wrote a script in AWS Athena and SQL that replaced crucial missing values for “Revenue” for around 80% of company portfolios

• Presented final analysis and metric to the company in the weekly townhall

Teaching Assistant for course PPHA 30545: Machine Learning taught by Professor Christopher Clapp

• Created and presented annotated Jupyter notebooks explaining core machine learning topics and algorithms (bias-variance tradeoff, decision trees, linear and logistic regression, etc.) using real-world datasets

• Led weekly lab sessions and provided detailed feedback on modeling approaches, code quality, and interpretation of results

• Applied supervised learning algorithms (linear regression, random forests, XGBoost) to calculate baseline sales and investigate impact of external factors on sales

• Worked with panel datasets on products to analyse and predict market share of client’s products

• Conducted inventory analysis to determine the optimal level of safety stock for distributors

• Conducted statistical and exploratory data analyses on sales data, CDR (Call Detail Records) data and inventory data to understand consumer buying patterns

• Worked closely with the data engineering team and wrote complex SQL queries to extract and clean data to be used for a dashboard

Strategic Planning and Monitoring Unit (Executive Office of the Secretary-General)

• Developed an implementation plan for the UN Secretary-General’s Strategy on New Technologies and coordinated logistics for the High-Level Panel on Digital Cooperation

• Developed socio-economic dashboards and visualisations using Power BI and Think-Cell for 12 different countries to educate senior UN leaders on regional priorities

• Sourced and consolidated news stories on the latest technology trends for the Secretary-General, Deputy Secretary-General and other senior UN leaders as part of the internal technology newsletter; contributed to 15+ newsletters

• Established and successfully executed a strategy for visual content creation for the United Nations 2019 Annual Report