JLJehee Lee
@jeheelee
Finance-focused AI engineer building scalable ML systems and production valuation pipelines.
Hong KongWhat I'm looking for
I am a finance-trained engineer who builds scalable AI systems and automated financial data pipelines, combining valuation expertise with software engineering to accelerate product timelines and improve accuracy.
At Distilla AI I redesigned AI agent architecture, implemented dynamic parallelization and latency tracing, and deployed a containerized RAG evaluation system on GCP that delivered 100x faster evaluations and reduced latency 40–60% across queries.
I co-founded a cloud-native DeFi portal using Hyperledger Fabric and full-stack technologies, built automated scraping and VBA-integrated valuation pipelines, and have practical experience with frontend and backend frameworks, CI/CD, and LLM tooling.
Experience
Work history, roles, and key accomplishments
Founding Analyst
Distilla AI
Nov 2024 - Present (11 months)
Redesigned AI agent architecture and implemented dynamic parallelization and web SDK latency tracing, reducing latency 40–60%; deployed a containerized RAG evaluation system on GCP that sped evaluation 100x and accelerated product beta by ~200 days.
Co-Founder
Attofund
Nov 2023 - Aug 2024 (9 months)
Built a cloud-native DeFi portal for earned wage access using Hyperledger Fabric, Quasar frontend, Node.js backend and CouchDB, driving product development from prototype to deployed infrastructure.
IT Intern
Lockton Companies
May 2023 - Oct 2023 (5 months)
Collaborated with IT leadership to design training and disaster recovery protocols for overseas IT associates and delivered a stalled outsourced web portal project within six months by improving vendor accountability and stakeholder communication.
Education
Degrees, certifications, and relevant coursework
CKCity University of Hong Kong
Bachelor of Business Administration, Finance
2019 - 2024
Bachelor of Business Administration in Finance with core modules including Corporate Valuation and Statistics; recipient of the Entrance Scholarship Scheme.
International School of Choueifat - Cairo
High School Diploma, Secondary Education
2011 - 2018
Grade: CGPA: 3.83/4.00
Completed secondary education with a CGPA of 3.83/4.00 and standardized test results including SAT 1430/1600 and IELTS 7/9.
Tech stack
Software and tools used professionally
Availability
Location
Hong KongAuthorized to work in
Job categories
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