Education

Iowa State University, Doctor of Philosophy - PhD, Computer Engineering 2019 - 2024

Activities and Societies: PrISUm solar car club
Focusing on physical layer security of healthcare sensors using machine learning tools. Creating data set using BLE modules and SDR and analyzing time series data to extract PHY-layer features.Focusing on physical layer security of healthcare sensors using machine learning tools. Creating data set using BLE modules and SDR and analyzing time series data to extract PHY-layer features.
Skills: Proof of Concept · Signal Processing · Communication · Python (Programming Language) · Wireless Technologies · Debugging Code · Wireless Networking

Amirkabir University of Technology - Tehran Polytechnic, Bachelor of Science - BS, Electrical and Electronics Engineering 2015 - Jun 2019

Activities and societies: programming, hiking, board games
Skills: Field-Programmable Gate Arrays (FPGA) · Proof of Concept · Signal Processing · Communication · Python (Programming Language) · Robot · Debugging Code · Robotic Process Automation (RPA)

Experience

Graduate Assistant Iowa State University ·
Full-time Aug 2019 - Present · 4 yrs 7 mos
Ames, IA, USA · On-siteAmes, IA, USA · On-siteb

Studied multiple IEEE standard such as 802.15.6, 802.15.4, ...
Improving security while reducing power consumption of authentication process. Collecting Physical Layer data (CSI, RSSI, ToF, AoA, ...) using USRP SDRs and data processing method to gather a dataset. Applying machine learning algorithm on dataset to detect anomaly in time series data.

Software and automation Engineer Internbr
Corteva Agriscience · Internship Jan 2023 - Dec 2023 · 1 yr
Johnston, Iowa, United States · Hybrid

Designing tools and devices to automate seed researches using the following skills: Board bring-up, data science, embedded design and programming, computer vision.

Software Developer Data Scientist
SoilSerdem · Internship Jul 2022 - Aug 2022 · 2 mos
Ames, Iowa, United States

Rewrote ML codes from R to python and decreased runtime to 1/7 (using parallel computing interface in sklearn library) Implemented different clustering algorithm for feature selection purposes in geo-spatial data format such as TIFF shape and geopkg.

Projects

BLE_WBANBLE_WBAN
Aug 2021 - Present Associated with Iowa State University

Anomaly detection using Autoencoder and classification based on physical layer signal for Bluetooth Low Energy. Specifically tuned for Wireless Body Area Network (WBAN) with on and offBody recording.Anomaly detection using Autoencoder and classification based on physical layer signal for Bluetooth Low Energy. Specifically tuned for Wireless Body Area Network (WBAN) with on and offBody recording.
Skills: Linux · Deep Learning · CNN · Python (Programming Language) · TensorFlow · Keras · MongoDB · Autoencoders · Communication · dataset · Signal Processing

Senior Design - network of semi- autonomous Vehicle based on Multi-agent systems
Jan 2018 - Jun 2019 Associated with Amirkabir University of Technology - Tehran Polytechnic

A robotic project that involves a lot of control knowledge. Building and controlling robots based on multi-agent system.
Skills: Robotic Process Automation (RPA) · Debugging Code

simple sample and hold circuit design
Jun 2018 - Present

Selective harmonic elimination
May 2018 - Present

n_layer reflection and transmission coefficient
Jan 2018 - Present

robot car in AUT
Jun 2018 - Jul 2018

Skills: Robotic Process Automation (RPA) · Debugging Code · Proof of Concept

Licenses, Skills and Languages

See in linkedin