๐
Hi there ๐ญ Iโm currently working on:
- DALL-E based AI vs human images guessor (WIP). Currently, repocontains a simple script that uses the openai ada Completion model (can easily interchange among curie, davinci, babbage) to generate prompt to generate the images which can then be used to experiment and have fun generating images See repo here. The current script can easily be used to create a continuous story with images with a few simple tweaks (I have doen this with new script story.py). However, the goal is to ultimately have a guessing game of whether an image is ai or human-based with two modes:
-
- implement simple image classification model and use the model to have mode where AI guesses (drag and drop/upload image) and then allow user to confirm whether or not they know if it is AI-generated or human-generated. Will then use this data to improve the image classification model.
-
- allow humans to play a game and let them guess. This can give a neat statistic on quality of DALL-E images produced and how easy it is for humans to tell them apart.
-
- Covid 19 detection guide from chest x-rays using Convolutional Neural Networks. (Yes I know covid-19 is basically not a thing anymore, which is exactly why this is a fun project). See Repo Here
๐งช ๐ฉโ๐ฌ - Profit analysis using Economic Value Added (EVA) and TVM, that uses financial statements as input. This project is based in python (makes use of tensorflow as well) and I will make Jupyter notebooks available for finance professionals to easily navigate the analysis tutorial. NOTE: No repo yet. Coming soon
- Replicated and abstracted analysis of how insurance coverage policies impact pharmaceutical innovation based on This research
๐ NOTE: Initial stages of project, no repo yet - Binary Search Tree implmentations and sample code in different languages. See repo here
๐ฒ 2๏ธโฃ
- Compiling list of publicly available Economic based research papers (but not private to associations such as AEA) and my own research, such as "How development policies affect the generation of new start ups". This repository will also include simple economic calculation/analysis scripts in python. Economics Repo here
- Application of Pythagorean Expectation in different Sports Analytics . Repo here
- Self-compiled/written Ramdomized evaluation repository that guides through building and designing randomized evaluations (contained in markdowns). Repo Here
Ramdomized evaluations repository Will also contain personal sample code in Python and diagrams for Data Anaylsis process in preparing and executing Randomized Evaluations. This includes code and diagrams on:
- Data Security processes
- Data Cleaning
- Exploratory Analysis
- Core Analysis
- Data Visualization
- Cost Effective Analysis (CAE)
- Data de-identification/anonymity process
- Data Publication
- Text analysis of bible text showing superiority of kjv (in python language) - WIP: repo coming soon
๐งโ๐ผ At work I work on Data Dashboards, Data|Economic Analysis & Prediction models( using Python, BI, Alteryx and SQL), Digital Transformation and automation (Process transformation in tax at @Deloitte KY Office and beyond), manage custom application development (to support digital transformation), and manage integration of new software for Tax (Caribbean (Mainly Cayman).
๐ฌ Ask me about:
- Digital Transformation (Tax|Finance, Energy, General)
- API Development
- JavaScript
- Full-Stack Development and Management
- Automation
- System Design
- Randomized Evaluations
- Starting startups - developing MVP to get out into market (I work and consult with start ups mostly)
- Exploratory Analysis
- Economics (depends on area, particularly Microeconomics)
- Binary Search Tree and Graph theory
Nice to meet you!
Love,
Maya