- Teaching Assistant at University of California, Los Angeles (UCLA)
- CS M152A Lab 6: Digital Design Laboratory (Winter 2021) : Introduced Field Programmable Gate Arrays (FPGAs) and Hardware Description Language (HDL) and developed five lab assignments to demonstrate how to put together designs, implement them in Verilog HDL, create the programming files, and test them both in simulation and on real hardware.
- Machine Learning Engineer at MTX Group
- Developed multiple Machine Learning pipelines that connected relational databases to trained and validated ML models, then transferred the entire infrastructure to the cloud.
- Preprocessed data, performed statistical analysis, and extracted features to train and validate multiple ML models. Fine-tuned various sota models such as BERT for indexing unstructured documents, LayoutLM for invoice processing, and developed novel models for new tasks such as creating Player Embedding for wider analysis.
- NLP Research Intern at Nanyang Technological University(NTU)
- We added a variable auto-encoder to the Dialogue RNN architecture for detection of dialogue emotions, which increased the accuracy of the vanilla model by nearly 6% on the IEMOCAP dataset.
