Cheng "Jaycee" Jiang

Full-Stack Engineer

open to work & projects

AI Agent Engineering · Full-Stack Dev · Algorithmic Trading · OPC Coaching

Los Angeles · Hong Kong · Shenzhen

Cheng "Jaycee" Jiang

Dual master’s degrees from RPI (Computer Science and Management, full scholarship). Two years at Silicon Valley startup Quixey, then eight at Snap, where I cut iOS app startup time by 60%+ and built the app landing camera module for 150M+ users. I now design and build production AI systems end to end — trading engines, consumer platforms, and supporting infrastructure — with an agent-driven workflow proven in production.

selected work

10quant.com
01

10quant.com

10quant.com

Build your own quant trading strategies — no coding, from first-time users to professional desks

10quant.com is a quantitative trading platform: define your own entry and exit rules, backtest in one click, go live in another — zero code. Professional users get custom indicators, dual-axis backtest charts, and live monitoring. The system scales elastically for complex, high-concurrency workloads, with every strategy isolated in its own secured Docker container.

TypeScript · Python · FastAPI · Next.js 16 · React 19 · Supabase · Redis · Docker

FintechSaaSBuilt with Haitao Huang
video-gen · pipeline
ScreenplayLLM · per-shotChar SheetsFLUX · refsKeyframesQwen-Edit · chainI2VWan 2.2tail frame → next shotTTSmlx-audio · localWord Subtitlesaligned · srtRenderffmpeg · HW h264Apple MLXfully local · zero cloudCloud tier (optional)Seedream · Seedancesolid = generation path · dashed = optional / feedback
02

Controllable AI Film Studio

High-quality short-video generation with consistent characters across shots

A locally deployed AI short-film system with custom characters: script co-writing, automatic character lookbooks, storyboards, motion, voiceover, and subtitles. Per-character LoRA fine-tuning — a method that teaches the model to remember each character’s face — keeps every character consistent across shots; switch to cloud rendering when faster delivery matters.

FastAPI · Apple MLX · FLUX · Qwen-Image-Edit · Wan 2.2 · mlx-audio TTS · Next.js 16

AIGC
MedicCN.com — Medical Travel Platform
03

MedicCN.com — Medical Travel Platform

mediccn.com

Medical care in China, made accessible: care coordination for foreigners and medical travelers

A medical-care platform for foreigners coming to China: appointments, airport pickup, lodging, and visit accompaniment — bilingual at every step — plus ticketing, realtime chat, quotes and orders, and Stripe payments. It addresses how hard it is for foreigners to get care in China, and serves inbound medical travel.

TypeScript · Next.js 16 · React 19 · Supabase · Stripe · Playwright

Marketplace
Tarot & Balance
04

Tarot & Balance

tarotbalance.com

AI tarot & astrology service: 15K+ registered users, 13 languages

An online tarot product: free tarot card readings plus paid in-depth reading reports, alongside relationship compatibility analyses, a companion chat, and bookings with human readers. The whole product runs on a multi-agent pipeline.

TypeScript · Next.js 16 · React 19 · Supabase · Vercel AI SDK · Gemini · Stripe · NOWPayments

AI AgentsAIGCBuilt with Haitao Huang
polymarket arbitrage · system design
NOAA GFSopen dataAuroraself-hostedGraphCastself-hostedPangu-Weatherself-hostedEnsembleP(YES) + σEV Sizingedge / riskGLM-4 Agentmarkets · bundlesPolymarket CLOB24/7 executionhourly retrospective · re-score live signalssolid = forecast & trade path · dashed = feedback
05

Polymarket Arbitrage

Weather models beat the market odds — buy low, sell high on Polymarket

Weather models (NOAA GFS, Aurora, GraphCast, Pangu-Weather) compute probabilities for Polymarket’s weather markets; when those probabilities diverge from the market odds, the system arbitrages the spread. An LLM agent analyzes the markets and executes the trades end to end.

Python · NOAA GFS · Aurora · GraphCast · Pangu-Weather · GLM-4 · Polymarket CLOB

AI AgentsFintech
digillect · service architecture
Discordconsumer surfaceBot Gatewaydispatch · webhooksTask Queueredis streamsStylizeimg2imgUpscaleSR modelsImg → VideoSVDTTSneural voicesMusicbgm genCompilationmoviepy · watermarkFirebaseauth · usersStripesubs · iOS IAPCloud StorageGCS deliverybus = task dispatch · solid = media path · dashed = infra
06

Digillect — AIGC Services

One-stop AIGC services: images, video, voice, and music

Backend for an AIGC product: generates stylized images, video, voice, and music. A high-concurrency AI inference queue system, with Kubernetes handling automated elastic resource scheduling.

Python · FastAPI · LangChain · OpenAI · Replicate · Firebase · Stripe · Kubernetes

AIGCInfraBuilt with Lin Jia, Shouhan Gao

experience

2025 – Present
Applied AI LabsFounder · Los Angeles

Operating trading systems, delivering client automation, and building the platforms listed above.

2024 – 2025
DigillectCo-Founder · Los Angeles

Took a consumer AIGC company from zero to launch: an iOS app, a Discord bot, and ML inference on K8S/GCP.

2016 – 2024
Snap Inc.Senior Software Engineer · Santa Monica

Platform work at 150M+ daily-user scale: cut iOS startup time by 60%+, rebuilt the camera platform as modular components, and delivered realtime media pipelines.

2014 – 2016
QuixeyML Engineer · Mountain View

Developed semantic search powered by deep-learning embeddings, alongside a self-updating knowledge graph.

Education
RPI · SYSU · SZSY

Rensselaer Polytechnic Institute (M.S. in CS, MBA, 3.97 GPA, Full Scholarship), Sun Yat-Sen University, SZSY.

contact

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