Yiming Wang

Year 2 GPA 3.85/4.0, Top 20% of cohort

Foundation Year GPA 3.8/4.0, First Year GPA 3.85/4.0, Top 20% of cohort

Maintain the 50k+ star cross-platform Cherry Studio AI desktop client within the startup behind the project

• Deliver features and fixes across Agent Runtime, models and providers, Code CLI integrations, data migration, and desktop interaction layers

• Landed 42 commits in the main repository during summer 2026, including system skill discovery, an image-generation agent tool, provider-aware speed controls, and interactive QR authentication

• Expanded native integrations for Kimi Code, Qoder, Claude Code, and OpenClaw while addressing user-data migration, dependency security, and API key protection

• Reimplemented the Mamba-TasNet speech separation pipeline to align with published benchmarks across Mandarin and English datasets

• Automated data preprocessing and mixed-precision training workflows, improving iteration speed on the centre's compute cluster

• Delivered weekly experiment updates to the research group to inform deployment plans for forthcoming pilots

Faculty of Science and Engineering Student Extra-Curriculum Programme 2024–2025 · Undergraduate Research Practice (In-semester Round) · Supervisor: Chin Poo Lee

• Integrated U-Net's encoder-decoder design with Mamba selective state-space modelling in an nnU-Net-based BTCV multi-organ segmentation pipeline

• Improved Dice from 82.33 to 83.94 and reduced 95HD from 6.92 to 5.68 versus nnU-Net, while cutting parameters from 88M to 60M

• Reproduced models, conducted quantitative and qualitative evaluation, and delivered the final research poster across CNN, Vision Mamba, Vision Transformer, and U-Net methods

Led front-end development of the Plants vs. Zombies 2 UGC upload platform end-to-end:

• Built high-fidelity UI using shadcn-vue, lucide-vue-next, and Tailwind CSS

• Implemented navigation with Vue Router and unified Axios interceptors for request forwarding and authentication

• Deployed front-end and back-end test environments, validated request/response models against API documentation, and resolved cross-origin integration issues

• Collaborated with QA on unit testing, bug fixes, and performance improvements

• Applied Java knowledge to production-oriented development tasks within the Product Development Department and delivered assigned work on schedule

• Collaborated with supervisors and colleagues on requirements, problem-solving, and day-to-day engineering delivery

Large-scale open-source project · 50k+ GitHub Stars · Electron + React + TypeScript

• Agent capabilities: implemented system skill discovery, an image-generation Agent/Chat tool, interactive QR authentication for channels, and endpoint routing for mixed-provider models

• CLI ecosystem: evolved Kimi Code, Qoder, Claude Code, and OpenClaw integrations with native configuration persistence and feature parity

• Data and architecture: completed pre-boot user-data relocation, migrated ImportService from Redux to DataApi, and protected user-default models during reconciliation

• Reliability and security: fixed editor, message-selection, conversation-tab, and provider-setting issues while resolving critical dependency vulnerabilities and hardening API key handling

Built an independent quality-assurance layer for AI trading ecosystems that validates alpha claims without recommending securities, predicting markets, or promising returns

• Designed five isolated checks running in parallel across parameter robustness, data availability, transaction-cost stress, market-regime dependency, and signal homogeneity/decay

• Introduced Moiré cross-validation to resolve conflicting findings through discriminating follow-up experiments, followed by deterministic five-level verdicts and reproducible evidence

• Implemented natural-language intake, deterministic StrategySpec validation and freezing, a structured backtester, and versioned JSON/Markdown Artifacts

• Packaged the system as an A2A Remote Agent with task-state streaming and protocol-level cancellation for multi-agent trading workflows

Open-source · 3k+ GitHub Stars · Expo + React Native

• Designed global state for conversation history, model state, and user preferences with Redux Toolkit and asynchronous middleware

• Built core conversation-list, message-detail, and model-switching components with adaptive dark and light themes

• Integrated Drizzle ORM as a lightweight local data layer for offline history access and configuration caching

Independently designed and deployed a personal knowledge product at memos.you-find.me

• Built a full-stack SvelteKit application on Cloudflare Workers, using D1 for indexes and searchable mirrors, R2 for canonical Markdown, and KV for disposable caches

• Integrated Better Auth with Google OAuth, single-user allowlisting, and server-side boundary validation for private data

• Added context-aware AI chat through Cloudflare AI Gateway with tools for searching, creating, updating, and deleting memos

• Exposed an API-key-protected Streamable HTTP MCP service and covered MCP, authorisation, message streaming, and storage services with unit tests

Independently designed and deployed a multi-module personal product at moment.you-find.me

• Built gallery, journey map, guestbook, and collection/wishlist modules with SolidJS, Hono, and Cloudflare Workers

• Implemented browser-side HEIC/HEIF conversion, batch uploads, and masonry/list views, with R2, D1, and KV separating media, business data, and caches

• Integrated Mapbox travel footprints, Better Auth, and a threaded infinite-scroll guestbook, backed by database migrations, CI, and service-level tests

Designed and delivered a multi-client open-source campus forum, reaching 150+ users and 250+ GitHub Stars

• Built the RESTful API with Spring Boot and MyBatis, the administration console with Vue 3 and Element Plus, and the WeChat client with UniApp

• Designed a three-tier JWT-based RBAC system and integrated WeChat sensitive-word detection with Alibaba Cloud OSS image moderation

• Optimised topic-feed scrolling with virtual lists and owned the product lifecycle from system design and deployment through early operations