Han Lee

Software Engineer

Tampa, Florida, United States1 yr 8 mos experience

AI EnabledAI ML Practitioner

Key Highlights

30x Hackathon Winner showcasing innovative problem-solving skills.
Developed a GenAI prototype for natural language querying.
Optimized image processing tasks to improve performance significantly.

Stackforce AI infers this person is a Software Engineer with expertise in SaaS and Software Development.

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Skills

Core Skills

PythonFastapiReactC++Multithreaded DevelopmentOpencvAlteryx

Other Skills

Qdrant vector databaseAWS BedrockLangChainpytestunittestMicrosoft Foundation Class (MFC)Visual StudioPython (Programming Language)Pandas (Software)PlotlyOpenAIKotlinAndroid StudioJavaDatabases

Experience

1 yr 8 mos

Total Experience

9 mos

Average Tenure

Current Experience

Boeing intelligence & analytics

Software Engineer Intern

Jun 2024 – Jul 2024 · 1 mo · Remote

Developed a GenAI prototype for natural language querying on cyber data using FastAPI, Qdrant vector database, and AWS Bedrock.
Created an agent using LangChain to dynamically select tools based on user requests.
Built Arrakis Tools for managing datasets with file attachment and deletion features using React, Python, and FastAPI.
Developed unit tests using pytest and unittest.

FastAPIQdrant vector databaseAWS BedrockLangChainReactPython+2

Lsp usa, llc

Software Developer

Sep 2023 – May 2024 · 8 mos · Youngstown-Warren area · On-site

Assigned to work at Ultium Cells LLC ( a joint venture between LG Energy Solutions and General Motors to produce battery cells for General Motors Vehicles.)
Designed a high speed function using memcpy function and pointer in various processes of image processing in C++ MFC application
Designed and optimized a multi-threading procedure by building a class that uses a pool of thread to optimize usage of threads for various processes of image processing in C++ MFC application.
As a result, have improved the performance of various image processing tasks from multiple seconds to less than 0.05 seconds (50 milliseconds).
Developed a function that recognizes the blobs in an image using OpenCV.

C++Multithreaded DevelopmentOpenCVMicrosoft Foundation Class (MFC)