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I am a data scientist with over 7 years of experience applying AI solutions with a focus on Conversational AI across diverse domains. I have contributed to Samsung's Bixby, advised multinational S&P 500 companies on AI strategies, and revamped the business intelligence and recommendation systems for IPPEN Digital, Germany’s largest news publisher. During my career as a consultant and data owner, I’ve served as a bridge between technical and non-technical stakeholders, explaining complex topics to non-technical teams. My journey from research in laser and solar cell technologies to AI gives me a holistic perspective on building tech that touches users. I’m currently pursuing my own venture as an indie developer, building an LLM-assisted, crowd-powered content platform to navigate bureaucracy in Germany.…I am a data scientist with over 7 years of experience applying AI solutions with a focus on Conversational AI across diverse domains. I have contributed to Samsung's Bixby, advised multinational S&P 500 companies on AI strategies, and revamped the business intelligence and recommendation systems for IPPEN Digital, Germany’s largest news publisher. During my career as a consultant and data owner, I’ve served as a bridge between technical and non-technical stakeholders, explaining complex topics to non-technical teams. My journey from research in laser and solar cell technologies to AI gives me a holistic perspective on building tech that touches users. I’m currently pursuing my own venture as an indie developer, building an LLM-assisted, crowd-powered content platform to navigate bureaucracy in Germany.

Phan Van Nguyen Duc

Data Scientist, Full Stack Developer, AI Engineer, +2

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I am a data scientist with over 7 years of experience applying AI solutions with a focus on Conversational AI across diverse domains. I have contributed to Samsung's Bixby, advised multinational S&P 500 companies on AI strategies, and revamped the business intelligence and recommendation systems for IPPEN Digital, Germany’s largest news publisher. During my career as a consultant and data owner, I’ve served as a bridge between technical and non-technical stakeholders, explaining complex topics to non-technical teams. My journey from research in laser and solar cell technologies to AI gives me a holistic perspective on building tech that touches users. I’m currently pursuing my own venture as an indie developer, building an LLM-assisted, crowd-powered content platform to navigate bureaucracy in Germany.…I am a data scientist with over 7 years of experience applying AI solutions with a focus on Conversational AI across diverse domains. I have contributed to Samsung's Bixby, advised multinational S&P 500 companies on AI strategies, and revamped the business intelligence and recommendation systems for IPPEN Digital, Germany’s largest news publisher. During my career as a consultant and data owner, I’ve served as a bridge between technical and non-technical stakeholders, explaining complex topics to non-technical teams. My journey from research in laser and solar cell technologies to AI gives me a holistic perspective on building tech that touches users. I’m currently pursuing my own venture as an indie developer, building an LLM-assisted, crowd-powered content platform to navigate bureaucracy in Germany.

Available to hire

I am a data scientist with over 7 years of experience applying AI solutions with a focus on Conversational AI across diverse domains. I have contributed to Samsung’s Bixby, advised multinational S&P 500 companies on AI strategies, and revamped the business intelligence and recommendation systems for IPPEN Digital, Germany’s largest news publisher.

During my career as a consultant and data owner, I’ve served as a bridge between technical and non-technical stakeholders, explaining complex topics to non-technical teams. My journey from research in laser and solar cell technologies to AI gives me a holistic perspective on building tech that touches users. I’m currently pursuing my own venture as an indie developer, building an LLM-assisted, crowd-powered content platform to navigate bureaucracy in Germany.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

German

Fluent

English

Fluent

Vietnamese

Advanced

Dutch

Beginner

Work Experience

Founder & Full Stack Developer at SCALORA UG

June 1, 2024 - Present

Developed Filio, a crowd-powered app for knowledge sharing; built Android and iOS apps with Flutter; created an LLM pipeline to moderate user-generated content using OpenAI and Claude; implemented a RAG pipeline for semantic search; built a content management frontend with React and Python FastAPI to manage content and the LLM pipeline.

Data Owner - BI Team at IPPEN DIGITAL GMBH & CO. KG

March 1, 2021 - May 1, 2024

Data owner of the user data platform with end-to-end responsibility from raw data processing to ML methods for BI. Built big data processing pipelines to create user profiles using Apache Kafka and Apache Druid; provided high-availability REST APIs with Java Spring Boot; analyzed data to generate insights and dashboards for churn and article recommendations; advised on ML pipeline designs and developed prototypes using PyTorch and attention models.

Data Scientist at Accenture Technology Solutions GmbH

September 1, 2019 - March 1, 2021

Implemented NLP-based HR tool for employee assessment and project matching; maintained ETL in Azure (MS SQL, Cosmos DB) while migrating to Databricks; contributed to NLP model maintenance and data-driven HR insights.

Chatbot Engineer at Harman Connected Services

September 1, 2018 - August 1, 2019

Developed the German chatbot version for Samsung's Bixby; trained and evaluated chatbots using ML techniques; built web tools for collaboration between language experts and developers; created a data processing pipeline for regression tests and user analytics.

NLU Engineer at Harman Connected Services (subcontractor IA AG)

February 1, 2018 - September 1, 2018

Provided training data for NLU localization of apps; performed web scraping for data collection; localized time functionality for Germany; served as SCRUM Master for a sub-team.

Data Scientist Trainee at Information Architects AG

November 1, 2017 - February 1, 2018

Developed a real-time image classification prototype; built REST APIs for ElasticSearch; converted DarkNet models to TensorFlow; scraped, labeled, and tagged training data.

Master Thesis Student at University of Applied Sciences Regensburg

June 1, 2016 - July 1, 2017

GaN-based LED fabrication; developed processing pipeline with reactive ion etching and laser ablation; used DOE methods for statistical evaluation.

Bachelor Thesis Student at Fraunhofer ISE, Freiburg

October 1, 2013 - March 1, 2014

Development and characterization of multicrystalline silicon solar cells with honeycomb texture; DOE methods to evaluate production integration.

R&D Intern at Philips Consumer Lifestyle B.V., Drachten

March 1, 2013 - September 1, 2013

Antibacterial air purifier development; nanoparticle generation studies; experimental planning; air pollution measurements.

R&D Intern at Fraunhofer Center for Laser Technology, Plymouth, USA

August 1, 2012 - February 1, 2013

Development of micro laser processes (drilling, doping, ablation, coloring); setup and evaluation of laser experiments.