Research Assistant
University of South Florida, Tampa, US
Researching algorithm level error detection schemes for Number Theoretic Transform (NTT)
utilized in Kyber
and Dilithium, NIST selected Post-Quantum Cryptography (PQC) schemes.
Researching, simulating, and implementing algorithm-level error detection schemes for
classical cryptosystems
such as the Montgomery Ladder and Window method for ECSM.
Researching fine-tuning large language models (LLMs) using Federated Learning, while
ensuring privacy
protection through the implementation of differential privacy (DP).
Performance assessment of Post-Quantum Cryptography schemes on FPGAs, ARM, and Embedded
Linux.
Teaching assistant of graduated Cryptography, Operating Systems, Network Lab, and System
Design Lab.
Work under National Science Foundation (NSF) Grant #1801488;
Jan 2022 - Present
Technical Team Lead, Intern
Managed a team of 3 software engineers and 2 designers to develop a recommender system for
nutrient
recommendations tailored to various growth stages of corn and soybeans to achieve high yield
farming practices.
Implemented an event-driven architecture utilizing Lambda functions, Step Functions, Event
Bridge, SES, and
API Gateway to promote loose coupling and scalability. Additionally, leveraged AWS Glue as
ETL tool for
processing laboratory reports to support the recommender model.
May 2024 - August 2024
Data Scientist
Analyzed optimal floor levels for elevators at specific times to reduce passenger wait times
using machine learning,
such as Logistic Regression and KNN. Utilized data-driven approaches to enhance elevator
efficiency and passenger
experience.
Establishing a connection between Raspberry Pi embedded boards and elevators through the CAN
bus protocol for
the real-time data transfer of elevators to a Linux-powered IoT.
Building ETL pipelines by using Apache airflow to extract, ingest, and load elevator traffic
data to an OLAP storage.
Performing Data visualization, big data analytics, and statistical modeling on elevators
traffic data.
Our team decreased hotels passengers’ waiting time by 27%, equating to a time savings of 11
seconds per passenger.
January 2019 - April 2020
Technical Team Lead
Managed a team of 4 software engineers to launch of a realtor platform. Performed as Backend
and Devops engineer
to build backend utilizing Node.js, MongoDB, MySql, and Nginx.
Task assigning and project management using agile framework, scrum, and Jira.
May 2017 - Dec 2019