Life
Adventure Notes
Outside of work, I like going farther into mountains, lakes, and the edges of cities, then bringing that sense of exploration back into engineering judgment.
I am Deng Yaqi. I currently lead AI R&D planning, technical direction, and delivery. My path started with NLP, knowledge graphs, and ontology fusion, then moved through Android, Java backend systems, risk-control platforms, and distributed systems, before returning to enterprise AI platforms, RAG, Agent workflows, and production delivery.
Journey
Work Experience
AI R&D Lead
Hangzhou Genaima Network Technology Co., Ltd. / Hangzhou, China
Leads AI R&D planning, technical direction, and project delivery, bringing enterprise AI platforms, Agent/RAG workflows, data governance, and business copilots from zero to one.
Senior Software Development Engineer
iSoftStone Technology Service Shanghai Co., Ltd. / Shanghai, China
Developed RAG systems, vector knowledge bases, intelligent Q&A engines, and AI coding platforms, moving AI tools from proofs of concept toward deliverable applications.
Senior Java Developer
Beijing Hanke Times Technology Co., Ltd. / Ant Group MYbank Risk Control
Worked onsite with Ant Group's MYbank risk-control team, developing backend capabilities for strategy R&D, industry risk management, and risk strategy platforms.
Android Software Engineer
Zhejiang Tsinghua Flexible Electronics Technology Institute / Hangzhou, China
Built medical Android software end to end, covering design, coding, debugging, device interaction, cloud communication, and post-release support.
Freelancer
Paris, France
Delivered project-based technical solutions across NLP algorithms, Java web applications, and Android software.
Natural Language Processing Engineer
Yseop / Paris, France
Researched knowledge graph projects, including ontology-fusion algorithm development and validation, and completed full-stack development for the Lexicon website.
Focus
Ask Me About
AI / RAG / Agent Engineering
Backend and Distributed Systems
Data, Search, and Knowledge Graphs
Knowledge Graphs and Ontology
Frontend and Browser Extensions
Mobile and Client Apps
DevOps and Infrastructure
Tools and Collaboration
Credentials
Credentials and Languages
AI Trainer Level 3
Professional skill certificate
AI Trainer Level 4
Professional skill certificate
DELF B2
French language certificate
C2 Driving License
China motor vehicle license
Chinese
Mandarin / Cantonese / Hakka
Foreign Languages
French / English / Japanese
Life
Life and Interests
Travel and Mountains
I like walking into mountains, lakes, and city edges, then bringing those observations back into engineering judgment.
Languages and Culture
French, English, Japanese, and cross-cultural work keep me attentive to language and knowledge expression.
Writing and Notes
I turn project reviews, technical judgment, and AI tool practice into reusable public notes.
Product Exploration
I care about how AI capabilities move from experiments into systems people can actually use.
Now
Current Direction
Building: Enterprise RAG, document parsing quality, PgVector knowledge bases, multi-model LLM integrations, Agent workflows, and AI coding systems.
Learning: Context engineering, evaluation systems, tracing, cost control, and the reliability boundary of model capabilities in production.
Writing: Turning real engineering judgment into clear, verifiable, reusable public notes.
Contact