Jonghwa Park Email & Phone Number

Seoul, South Korea

Developed and executed over 30 quantitative, daily long/short investing and trading strategies and portfolios, leveraging statistical, technical and fundamental analysis for the US Equity market (dollar neutral)

Seoul, South Korea

Led the development and operation of 'Hawkive', an AI-Hedge long/short fund's end-to-end platform solutionLed the development and operation of 'Hawkive', an AI-Hedge long/short fund's end-to-end platform solution- Which covers everything from data collection, ETL processes, and modeling, to optimization, executing orders through the broker's API and.

Seoul, South Korea

"Long-Short Algorithmic Trading Portfolio/Strategy for US/KR Equity Market"

Seoul, South Korea

Suwon, Gyeonggi-do, Korea

#ML-Production #SW-Architect #Fullstack-SW-DS-ML#Python #Java #RDB(SQL) #React #javascript #C#Pandas-Numpy #Scikit-learn #PyTorch #Tensorflow#Time-Series-Analysis #Anomaly-Detection#plt-sns-plotly-visualization #DASH

"Root Cause Analysis for Performance Degradation, Suggest Load-Balancing Detail Actions"Root Cause Analysis for KPI degradation, Time-Series analysis and Association rule mining - Fullstack Lead (PoC S/W): FR, ScreenDegisn&Wireframes, SW Architecture/Design/Develop - Modeling and developed suggesting load-balancing actions for time-series performance data

"Performance Gain Prediction of Massive MIMO Unit Establishment"Predict gain of assuming mmu established and Suggest the best site for new establishment - Before/After Prediction Modeling of Time-Series Performance Data - Modeling ML regressor and classifier, Validate and improve the models, Explainable AI

"Correlation Analytics S/W Product for Telecom Network and Equipments" Root Cause Analysis, Correlation Analysis of RAN/CORE NE data and logs - Covering real-time data collecting, processing and analyzing of Pan. India network (JIO) - Backend Lead: SW Architecture/Design/Develop/Test, Performance Optimization and Docs - Data Fullstack: Related all data.

"AI-based Hardware Fault Detection" ML Rule-based Fault Detection of collected HW logs - Designed & Developed multiprocessing pipeline and applying to project. - Developed logging library supporting multi-process for general production.

"AI-based Sick Cell Detection" anomaly detection (VAE based) of structured performance data- Unsupervised Modeling for labeling normal data- Developed ML Production S/W baseline

Seoul, South Korea

"Fasoo Data Radar, v1.0 ~ v1.2.1"Enterprise Security Product for data discovery, classification, analysis, protection, encryption- API Gateway (Orchestration), Policy Server, Frontend Lead (manage&develop, with outsourcing)- Backend: Java (Spring Boot, MyBatis), RDB (MSSQL, MySQL, Oracle), micro-service- Frontend: React.js

Mapo-gu, Seoul, Korea

"Fasoo Enterprise DRM v5.6" Protect, control and track sensitive documents at rest - Patched multilingual support (Chinese) for full stack, Release manager - Backend: Java (Spring, JDBC), RDB (MSSQL, MySQL, Oracle), monolithic - Frontend: Jsp, Javascript - Tools: SVN, Git, Jenkins, Docker

Seoul, South Korea

"Fasoo License Portal v2"License portal that can issue, list, modify, and manage fasoo s/w licenses for all sites- Developing whole service from scratch with FR, wirefarmes- Backend: Java (Spring Boot, JPA, Hibernate), RDB (SQL Server), monolithic- Frontend: Angular

Master'S Degree, Computer Vision (Cnn-Lstm Action Recognition), Electrical And Electronics Engineering

Activities and Societies: Developing Investing Strategies Research group, Student Union for Reasonable Investment Description

Bachelor'S Degree, Major. Electrical And Electronics Eng. / Minor. Business Administration