cv | Anish Doshi

2022.10 - Present
Senior Machine Learning Engineer

Designed and tested variations of multi-arm bandit algorithms, embedding based song retrieval, and user-level targeting to improve the creative optimization of songs. Launched a controllable image layout positioning algorithm with OpenCV/torch/C++.
2020.07 - 2021.07
Machine Learning Engineer

Designed and developed a credit card transaction tagging system for Apple Wallet, significantly reducing the memory footprint for Wallet's intelligence framework.
2020.07 - 2021.07
Machine Learning Engineer

Developed an interactive neural SQL synthesis platform and a novel approach to oracle guided synthesis using symbolic regression for program synthesis problems.
2019.10 - 2022.03
Senior Machine Learning Engineer

Tech lead for ML powered data wrangling. Led a team in developing a programming by example feature and a collaborative recommendation system for data transformation programs.
2018.07 - 2019.10
Machine Learning Engineer II

Lead engineer on RapidTarget, an interactive tool to align table schemas using dynamic programming algorithms.
2017.07 - 2018.07
Software Engineer I

Built a pipeline to log user interactions, import them into a Python backend, and featurize them for accuracy and feature explainability.

Part-of-Speech Weighted Language Modeling
- Implemented with PyTorch
- Included part-of-speech tag model
RL Based Circle The Cat Solver
- Implemented in React.js
- Used REINFORCE.js for model analysis