JM.
01 星系01 GALAXY 02 航行日志02 FLIGHT LOG 03 联系03 CONTACT
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KELVIN'S GALAXY · CS '26 · GREATER LOS ANGELES AREA
Jiahao MaKelvin
每个项目都是我探索过的一颗星球。用 Python 构建 AI 应用 —— 企业级 RAG · 多模态管线 · AI 电影制作与安全的 LLM 应用。 Every project is a planet I've explored. I build AI applications in Python — enterprise RAG, multimodal pipelines, AI filmmaking, secure LLM apps.
> system: 6 planets · 1 star
> status: OPEN TO WORK_
观看 AI 短片 ↗WATCH THE FILM ↗ 联系我CONTACT
☉ 点击星球,降落到对应项目☉ Click a planet to land on its project
JM
KELVIN — THE STAR
GAME JAM ×2
AI PATROL
ULTRASPEECH
FINRISK-ALERT
KB AI AGENT
AIMOVIE ·《鸿门宴》★
PLANET 01 · GAS GIANT
ORBIT: 06.2026 · STATUS: RELEASED
FLAGSHIP · DIRECTOR & AI PIPELINE DEVELOPER
AIMovie Multi —— 本地 AI 电影制作工具 ×《鸿门宴》AIMovie Multi — Local AI Film Production Tool
自建本地制片工具,统一管理角色、场景、分镜、prompt 与生成资产,保证视觉与叙事一致性;以版本化 JSON 项目图作为唯一数据源,支持结构化 prompt、参考图绑定与连续性检查;集成 OpenAI LLM 适配器并强制人工审核,同时提供完全离线的手动工作流。成片《鸿门宴》即由此管线产出。 A self-built local production tool managing characters, scenes, shots, prompts and generated assets for visual and narrative consistency; a version-controlled JSON project graph as the single source of truth with structured prompts, reference-image binding and continuity checks; an OpenAI LLM adapter with a required human-review step, plus a fully offline manual workflow. The short film Feast at Hongmen was produced on this pipeline.
JSON PROJECT GRAPH PROMPT PIPELINE CONTINUITY CHECKS LLM ADAPTER + HUMAN REVIEW SEEDANCE · KLING
INDEPENDENT AI PROJECT · 07.2026
企业内部知识库 AI AgentEnterprise Internal Knowledge Base AI Agent
基于 Python 的企业内部 AI 助手:用公司文档回答员工问题,每条回答附引用;混合 RAG 管线结合 BM25 与向量检索,支持基于角色的访问控制与 MCP 式业务工具;内置 prompt 注入防护、输出脱敏、OIDC 认证与自动化评测,并以 Docker 与 Kubernetes 容器化部署。 A Python-based internal AI assistant that answers employee questions from company documents with citations on every answer; a hybrid RAG pipeline combining BM25 with vector retrieval, plus role-based access control and MCP-style business tools; prompt-injection protection, output redaction, OIDC authentication and automated evaluation, deployed as containers on Docker and Kubernetes.
HYBRID RAG BM25 + VECTOR MCP TOOLS RBAC · OIDC DOCKER · K8S
PLANET 02 · OCEAN WORLD
ORBIT: 07.2026 · SOLO MISSION
PLANET 03 · JADE WORLD
ORBIT: 01–05.2026 · CSE474
MACHINE LEARNING · COURSE PROJECT
FinRisk-Alert — 多模态金融风险监测系统FinRisk-Alert — Multimodal Financial Risk Monitoring
分析 SEC 10-K 财报、财经新闻与新闻图像,识别上市公司的金融风险信号;基于 Groq LLaMA 的语言与视觉管线提取文本和图像信号,多模态融合把 29 事件金标集上的 F1 从 0.36 提升到 0.46;并构建 F1 / ROUGE-L / BERTScore 评测框架,离线模式无需 API key 即可测试。 Analyzes SEC 10-K filings, financial news and news images to surface financial-risk signals for public companies; Groq LLaMA language and vision pipelines extract text and image signals, and multimodal fusion lifts F1 from 0.36 to 0.46 on a 29-event gold set across seven companies; evaluation framework with F1, ROUGE-L and BERTScore, plus an offline mode requiring no API keys.
MULTIMODAL FUSION GROQ LLAMA F1 0.36 → 0.46 ROUGE-L · BERTSCORE
PAID RESEARCH ASSISTANT · UNIVERSITY AT BUFFALO
UltraSpeech — 3D 舌部可视化建模与绑定UltraSpeech — 3D Tongue Visualization & Rigging
为实时语音研究构建并打磨 3D 舌部可视化资产;负责 Blender → Unity 的资产集成;完成动作驱动可视化的模型绑定与测试,对齐建模与软件需求。 Built and refined 3D tongue-visualization assets for real-time speech research; owned Blender-to-Unity asset integration; rigged and tested models for motion-driven visualization, aligning modeling with software requirements.
BLENDER UNITY RIGGING REAL-TIME 3D
PLANET 04 · RESEARCH STATION
ORBIT: 09.2025 – 05.2026
PLANET 05 · RED DESERT
ROLE: TEAM LEAD
TEAM LEAD & DEVELOPER · 02–05.2025
AI Patrol — 自主寻路与巡逻优化AI Patrol — Autonomous Pathfinding & Patrol Optimization
用 Python/Pygame 开发巡逻模拟:A* 寻路、动态风险区与路线可视化;以贪心搜索、回溯与约束优化实现巡逻分配;通过路径缓存提升性能,并构建实时交互地图。 Python/Pygame patrol simulation with A* pathfinding, dynamic risk zones and route visualization; patrol assignment via greedy search, backtracking and constraint optimization; path caching for performance plus an interactive real-time map.
PYTHON A* PATHFINDING OPTIMIZATION PYGAME
LEAD & DEVELOPER · 48-HOUR SPRINTS
Global Game Jam 2024 & 2025 — 双子星Global Game Jam 2024 & 2025 — Twin Planets
两次带队完成 48 小时游戏开发:统筹概念、美术风格、玩法与最终整合,在极限时间压力下做快速创意决策,把所有人的贡献拧成一个可玩的完整游戏。 Led small teams through two 48-hour productions — coordinating concept, visual style, gameplay and final integration, driving rapid creative decisions under pressure into playable games.
PLANET 06 · TWIN SYSTEM
ORBIT: 01.2024 & 01.2025
02 / 航行日志Flight Log
2022 – 05.2026 · BUFFALO, NY
纽约州立大学布法罗分校 · 计算机科学学士University at Buffalo, SUNY · B.S. Computer Science
数学辅修 · 课程:AI 与机器人算法、软件工程、Unreal 5、机器学习导论Mathematics minor · AI & Robotic Algorithms, Software Engineering, Unreal 5, Intro to Machine Learning
09.2025 – 05.2026
UltraSpeech 研究助理(有薪)Paid Research Assistant, UltraSpeech
01 – 05.2026
FinRisk-Alert 多模态风险监测系统Built FinRisk-Alert, multimodal risk monitoring
06.2026
AIMovie Multi 上线 ·《鸿门宴》发布Shipped AIMovie Multi · Released Feast at Hongmen
07.2026
企业内部知识库 AI Agent 部署上线Deployed Enterprise Knowledge Base AI Agent
装备舱 · SKILLSEQUIPMENT BAY · SKILLS
AI & DATALLMs · RAG · BM25 · Vector Retrieval · Multimodal AI · Model Evaluation
LANGUAGESPython · C++ · Java · JavaScript
ENGINESUnreal 5 · Unity · Blender · SketchUp · CapCut
AI TOOLKITCodex · Claude · Seedance · Kling
DEPLOYDocker · Kubernetes · OIDC
HARDWAREPC 整机组装 · 硬件选型与调试Custom PC building · Component selection & tuning
COMMS英语 · 普通话 · 广东话English · Mandarin · Cantonese
03 / TRANSMISSION
下一颗星球,和你一起探索。The next planet — let's explore it together.
kelvinma9997@gmail.com GREATER LOS ANGELES AREA
© 2026 JIAHAO "KELVIN" MA — CHARTED IN THE DARK, GUIDED BY BLUE.