Note No.1
Building Good Habits. Tidying up my AI/ML and finance notes.
Posts by Collection
notes
portfolio
Project 1: GPT2 Finetuning
Fine-tuning GPT-2 for Dictionary-based Language Generation. This dates back to Fall 2021, so: before it became cool essentially
Project 2: Curriculum Learning applied in RL simulation complexity to lighten and speed up an agent’s training time.
Work done under the supervision of Professor Daniel Bruder and Professor Robert Wood at the Harvard’s Microrobotics Lab
Project 3: Structured State Space Models (S4) Applied to RL as a replacement of Transformers
Implemented the innovative S4 model as a replacement for a Transformer. Reduced by 86% the number of trainable parameters required
Project 1: N Body Simulation
Efficient N-body Simulation Using Parallel Computing
Project 2: Identifying High-Potential Accounts for Sales Targeting
A Data-Driven Approach to Identifying High-Potential Accounts for Sales Targeting using Additive Logistic Regression
Project 1: PCA on a Bonds Portfolio
An analysis and literature review of factor investing in fixed income, where the first three components can be attributed to actual meanings in a Bonds Portfolio setting
Project 2: Stock Return Prediction
Predicting the sign of stock returns in a noisy time series tabular dataset
publications
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.