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Daniel H. Email & Phone Number

Generative AI Researcher & SW Engineer. Passionate about crafting personal products with SLM and pushing the boundaries of AI-driven image and video creation. Ready to make an impact through innovative AI applications.
Location: Incheon, South Korea, Korea, Republic of 7 work roles 3 schools
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Generative AI Researcher & SW Engineer. Passionate about crafting personal products with SLM and pushing the boundaries of AI-driven image and video creation. Ready to make an impact through innovative AI applications.
Location
Incheon, South Korea, Korea, Republic of

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Daniel H. is listed as Generative AI Researcher & SW Engineer. Passionate about crafting personal products with SLM and pushing the boundaries of AI-driven image and video creation. Ready to make an impact through innovative AI applications. based in Incheon, South Korea, Korea, Republic of. AeroLeads shows a matched LinkedIn profile for Daniel H..

Daniel H. previously worked as Back End Developer at Plang and Back End Developer at Cochl. Daniel H. holds Bachelor Of Science - Bs, Computer Science And Electronic Engineering, 4 from Handong Global University.

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About Daniel H.

"Generative AI Researcher & Backend Engineer specializing in mobility algorithms and high-accuracy data analytics. With expertise in pre-trained deep learning models and custom training, I develop robust analytic solutions, integrating them seamlessly with API servers using Golang, Python, C++, and so forth. My role involves collaborating remotely with AI researchers, architectures, and software developers, allowing for flexibility and dynamic problem-solving.I have a strong foundation in full-stack development(stronger in back-end; server), with proven skills in Django, React, AWS, and more. My experience includes building and deploying web and mobile applications across various domains—freelancing, health, fitness, and more. Currently, I'm delving into generative AI for image and video creation, pushing the boundaries of creative technology.Graduated with a B.Sc. in Computer Science and Electronic Engineering from Handong Global University, I gained a solid understanding of programming, algorithms, and data structures. Driven by a passion for new technologies and challenging problems, I am dedicated to advancing solutions in AI and beyond.

7 roles

Daniel H. work experience

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Back End Developer

Plang

Seoul, South Korea

- Used Ruby on Rails background job worker and WebSocket channels to enable real-time communication and handle asynchronous tasks, further enhancing the app's performance and user experience.- Spearheaded the backend development of an English Learning app, integrating cutting-edge technologies such as LLama, a customized deep learning model, and the Chat GPT API for advanced sentence analysis.- Designed a novel feature enabling real-time audio calls with random users to facilitate English conversation practice.- Developed various APIs for the app's diverse features, employing Ruby on Rails for the main application and Python with FastAPI for microservices.- Implemented a Kubernetes and Google Cloud-based architecture for an internal AI server, enhancing the system's scalability and reliability.- Utilized AWS services such as Lambda and S3, optimizing application performance and data storage solutions.- Integrated multiple text-to-speech (TTS), speech-to-text (STT), and translation APIs to support comprehensive language learning functionalities.- Employed Redis for caching frequently used data and managing pub/sub models within the API and services, significantly improving response times and resource efficiency.- Orchestrated background jobs in Ruby on Rails for asynchronous task processing, ensuring a seamless user experience.

May 2023 - Oct 2024

Back End Developer

Seoul, South Korea

- Developing sound inferencing API server with Golang- Integrating inferencing API server with other 3rd party software- Working closely with ai researchers and implementing them on the APIUsed Tech stack: Golang, AWS, Python, C++, Github, Docker, Kubernetes, TensorFlow, TensorFlow Lite

Jun 2021 - Apr 2024

Technical Lead / Backend

Key Responsibilities:- Leadership: Led an engineering team of 6 as the Project Leader, expanding to a team size of 15, adopting Agile project management methodologies.- Design and Development: Made high-level design decisions and contributed as a Fullstack Developer.- DevOps Collaboration: Worked in close coordination with the DevOps team.- Project Management: Functioned as a Scrum Master, facilitating agile processes and ensuring team efficiency.- Worked with various companies: Hanhwa tech, GS energy, GS charge, etc.Key Projects:1. Smart AI CCTV System:- Developed a real-time system for visitor activity tracking in buildings using AI cameras.- Implemented visitor fingerprinting technology without requiring facial or detailed personal information.- Enabled location-based customization through an admin web page.- Integrated alert system for managers in the app, focusing on visitor loitering and assistance needs.- Designed and provided a dashboard UI on the web.2. Digital Transformation Project:- Led the design of a mobile app using Flutter and a server backend with Flask.- Targeted primarily energy and factory sectors for digital system adoption.- Facilitated the transition from paper-based to digital systems for companies.3. English Education Software API Development:- Charge of the backend and infrastructure design and development- Utilized various APIs related to NLP and multiple LLM versions to analyze user sentences.- Actively employed Ruby on Rails, background job frameworks, and AWS Lambda.- Dualized on premise ai server into Google Cloud, which mainly utilizes Kubernetes and GPU VM instances.- Conducted rapid development within a short timeframe, and it is currently being actively used in language education

Mar 2022 - Feb 2024

Full Stack Developer(Django & React)

South Korea

Freelancer Platform that matches clients and professionals and leads them to complete their projects.The platform has the following features:1. Client Request for Project Inspection2. Trello like a task Management system(real-time update)3. Project Management system4. Payment arrangement system5. Professional Management system6. Client Request Management system7. API Highly integrated with SlackI worked as a Fullstack developer (Backend 80%, Frontend 20%) Django, AWS, ReactJs, Redis, Docker, Circleci, slack API integration

Dec 2019 - May 2021

Software Developer

Onesoftdigm B.V.

Pohang, Gyeongsangbuk-Do, Korea

Company based in Korea, US and Netherland selling mobile body composition measuring device and services(two B2C services, two B2B services)Backend: Designed and developed multiple api and web for application using Spring Boot, Nodejs(Express), Python, Ruby on RailsFrontend: Vuejs, javascript, Electron and IOSServer deployment: Mainly at Centos(linux) server and AWSDatabase: Mysql, Postgresql, MongoDbOther: JUnit, Mockito, Swagger, DockerMost developed programs had to be well documented.

Apr 2018 - Dec 2019

Software Programmer

I Know First

Tel Aviv Area, Israel

Developed multiple programs to generate articles based on stocks prediction data and phrases that has been used.Developed newsletter generator based on data about stocks prediction.Used: Mainly Java and java swing, python to gather data, sqlite, google spreadsheet api

Aug 2016 - Jun 2017

Software Developer And Network Manager

Ghost

Pohang, Gyeongsangbuk-Do, Korea

- Developing and maintaining CMS system mainly with Ruby on Rails- Teaching about network / web security / UNIX programming- Teaching tcp/ip network socket programming in C

Jun 2015 - Nov 2015
3 education records

Daniel H. education

Bachelor Of Science - Bs, Computer Science And Electronic Engineering, 4

Activities and Societies: Computer Security Club(GHOST) 2 years in Navy(South Korea)

International School Of Phnom Penh, Lycee Francais Rene Decartes

Glovill High

Computer Club(C programming)

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What is Daniel H.'s role at their current company?

Daniel H. is listed as Generative AI Researcher & SW Engineer. Passionate about crafting personal products with SLM and pushing the boundaries of AI-driven image and video creation. Ready to make an impact through innovative AI applications..

Where is Daniel H. based?

Daniel H. is based in Incheon, South Korea, Korea, Republic of.

What companies has Daniel H. worked for?

Daniel H. has worked for Plang, Cochl, Favorite Medium, Seeso 시소, and Onesoftdigm B.V..

How can I contact Daniel H.?

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What schools did Daniel H. attend?

Daniel H. holds Bachelor Of Science - Bs, Computer Science And Electronic Engineering, 4 from Handong Global University.

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