Timeline

Established Arprax, a consultancy delivering advanced solutions in Software Engineering, AI, and Analytical Systems. Engineered core technology stacks and scalable architectures tailored to complex industrial challenges.

Led 8-bit quantization of deep learning models in PyTorch to boost performance on custom hardware, focusing on method analysis and accuracy-efficiency trade-offs.

Streamlined Assessor system data exchange via SSDT (optimizing ETL by 50-67%). Integrated state renewal platform with BSC via dual-layer data integration (API, SSIS). Supported server/database migrations and ensured .NET application stability.

Addressed limitations in learning-based Influence Maximization (DeepIM). Tackled source localization in cross-networks (CNSL) and solved multiplex influence maximization (MIM-Reasoner) using RL and probabilistic models.

George Mason University, USA
Dissertation: Cross domain reasoning based on graph deep learning.
Presentation: Watch Defense
CGPA: 4.0/4.0

Data Structures and Algorithms (Java & Python)
Taught fundamentals of linear/non-linear data structures and algorithm analysis. Prepared students for complex algorithms used in AI and ML.

Developed RAPTA, a novel representation-learning architecture using Bi-LSTM for automated feature engineering and early prediction of Path-based Timing Analysis.

Intro to Object Oriented Programming
Covered core OOP concepts in Python (classes, inheritance, polymorphism) and OOD using UML.

Created DETECTIVE (spatiotemporal event subtyping), DynAttGraph2Seq (health stage prediction), and DeepGAR (analogical reasoning with geometric embeddings).

Introduction to Programming
Taught problem-solving skills using procedural programming (Python) including variables, conditionals, functions, and iteration.

George Mason University, USA
Concentration: Human-Computer Interaction.
CGPA: 3.7/4.0

Contributed to TenSketch, a cryptographic primitive adapting secure sketches for biometric key generation, ensuring user-biometric privacy.

Bioengineering Signal/Systems & Circuits
Conducted recitation classes for signal conversion and circuit analysis methods.

University of Ulsan, South Korea
Thesis: Development of a shooting training system using motion sensors and smartphone.
CGPA: 4.45/5.0

Investigated cochlear implant electrode influence on auditory nerve response. Developed motion-tracking systems for shooting training using smartphone sensors.

Project in charge of electrification of ships, designing and supervising electrical installation, operation, commissioning, and maintenance of navigation/fishing equipment.