交叉验证
#4
何
何江涛
学历-经验时间线
gap_years
3
timeline_ok
是
graduation_year
2020
years_experience
9
estimated_work_start
2017
expected_graduation_start
2042
技能-项目一致性
得分
30
声称技能 (25)
C
C++
C#
Java
JavaScript
数据结构
算法
面向对象设计模式
OOP
Windows内存管理
多线程同步
异步编程
进程间通信
Windbg
ETW
Win32
MFC
Qt
WebSocket
RPC
HTTP
NSIS
SVN
Git
CMake
项目中验证 (5)
WebSocket
算法
RPC
C
Qt
仅在摘要中 (7)
C
C++
Win32
MFC
Qt
PLC
VTK
无证据 (15)
C#
Java
JavaScript
数据结构
面向对象设计模式
OOP
Windows内存管理
多线程同步
异步编程
进程间通信
Windbg
ETW
WebSocket
RPC
HTTP
矛盾/可疑信号
skill_project_gap
high
32/40 个声称技能在项目和摘要中均无体现: ['C#', 'Java', 'JavaScript', '数据结构', '面向对象设计模式', 'OOP', 'Windows内存管理', '多线程同步']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2020年，经验9.0年，推算开始工作年份与预期毕业年份偏差3年
建议：核实是否有中断、转行或教育经历不完整
完整原始数据
{
"id": 4,
"mysql_resume_id": 29,
"screening_id": 4,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"C#",
"Java",
"JavaScript",
"数据结构",
"算法",
"面向对象设计模式",
"OOP",
"Windows内存管理",
"多线程同步",
"异步编程",
"进程间通信",
"Windbg",
"ETW",
"Win32",
"MFC",
"Qt",
"WebSocket",
"RPC",
"HTTP",
"NSIS",
"SVN",
"Git",
"CMake"
],
"consistency_score": 30,
"skills_in_summary_only": [
"C",
"C++",
"Win32",
"MFC",
"Qt",
"PLC",
"VTK"
],
"skills_without_evidence": [
"C#",
"Java",
"JavaScript",
"数据结构",
"面向对象设计模式",
"OOP",
"Windows内存管理",
"多线程同步",
"异步编程",
"进程间通信",
"Windbg",
"ETW",
"WebSocket",
"RPC",
"HTTP"
],
"skills_verified_in_projects": [
"WebSocket",
"算法",
"RPC",
"C",
"Qt"
]
},
"education_timeline": {
"gap_years": 3,
"timeline_ok": true,
"graduation_year": 2020,
"years_experience": 9,
"estimated_work_start": 2017,
"expected_graduation_start": 2042
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 30,
"flags": [
{
"type": "skill_project_gap",
"detail": "32\/40 个声称技能在项目和摘要中均无体现: ['C#', 'Java', 'JavaScript', '数据结构', '面向对象设计模式', 'OOP', 'Windows内存管理', '多线程同步']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2020年，经验9.0年，推算开始工作年份与预期毕业年份偏差3年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-28T12:16:11.000000Z",
"resume": {
"id": 29,
"resource_id": 29,
"source_text_sha256": "99e5361e6f284a51899be7fda5d8e0047322fb5baa7eaadb0ae1c5c9b5a12967",
"candidate_name": "何江涛",
"age": 31,
"phone": "13621191667",
"email": "13621191667@163.com",
"wechat": "",
"location": "安徽安庆",
"highest_degree": "本科",
"school": "北京科技大学",
"major": "计算机科学与技术",
"graduation_year": 2020,
"years_experience": 9,
"current_company": "杭州汇萃智能科技有限公司",
"current_title": "高级软件开发工程师",
"skills_json": [
"C",
"C++",
"C#",
"Java",
"JavaScript",
"数据结构",
"算法",
"面向对象设计模式",
"OOP",
"Windows内存管理",
"多线程同步",
"异步编程",
"进程间通信",
"Windbg",
"ETW",
"Win32",
"MFC",
"Qt",
"WebSocket",
"RPC",
"HTTP",
"NSIS",
"SVN",
"Git",
"CMake",
"国产化平台开发",
"Linux基本操作",
"gdb",
"Hook",
"注入技术",
"工业互联网相机",
"大华相机",
"海康相机",
"Modbus",
"串口通信",
"PLC",
"Twain协议",
"VTK",
"OpenSSL",
"COM"
],
"summary": "何江涛，9年C++软件开发经验，最近任杭州汇萃智能科技有限公司高级软件开发工程师，负责机器视觉平台软件开发和维护；曾在奇虎360负责政企版杀毒和中间件开发维护，在北京文通科技负责快票通SDK和发票管理系统开发维护。最高学历为北京科技大学计算机科学与技术自考本科，2020年毕业。技能包括C\/C++、Windows开发、Qt、MFC、Win32、多线程、IPC、网络通信、调试分析、VTK、Twain、工业相机和PLC通信等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/8a026cbfdd2c2a69_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/8a026cbfdd2c2a69_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-27T16:46:38.000000Z",
"updated_at": "2026-06-27T16:46:38.000000Z",
"deleted_at": null
},
"screening": {
"id": 4,
"mysql_resume_id": 29,
"candidate_name": "何江涛",
"age": 31,
"highest_degree": "本科",
"school": "北京科技大学",
"years_experience": 9,
"location": "安徽安庆",
"current_company": "杭州汇萃智能科技有限公司",
"skills": [
"C",
"C++",
"C#",
"Java",
"JavaScript",
"数据结构",
"算法",
"面向对象设计模式",
"OOP",
"Windows内存管理",
"多线程同步",
"异步编程",
"进程间通信",
"Windbg",
"ETW",
"Win32",
"MFC",
"Qt",
"WebSocket",
"RPC",
"HTTP",
"NSIS",
"SVN",
"Git",
"CMake"
],
"parse_quality_score": 100,
"parser_version": "resume-parser-v1.1+codex",
"llm_enhanced": true,
"check_education": {
"label": "学历",
"detail": "学历要求≥本科",
"matched": true,
"evidence": "本科",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际9.0年",
"matched": true,
"evidence": "9.0年",
"severity": "must"
},
"check_core_skill_linux": {
"label": "核心技能",
"detail": "核心技能：精通Linux开发环境",
"matched": true,
"evidence": "命中关键词(3\/5): linux, gdb, cmake",
"severity": "must"
},
"bonus_arm": {
"label": "加分项",
"detail": "加分项：ARM架构经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_image": {
"label": "加分项",
"detail": "加分项：图像处理\/计算机视觉",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_driver": {
"label": "加分项",
"detail": "加分项：驱动开发经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"redline_education": "pass",
"redline_experience": "pass",
"redline_linux": "pass",
"redline_location": "risk",
"redline_single_day_off": "pending_interview",
"match_score": 50,
"hard_all_pass": true,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "32\/40 个声称技能在项目和摘要中均无体现: ['C#', 'Java', 'JavaScript', '数据结构', '面向对象设计模式', 'OOP', 'Windows内存管理', '多线程同步']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2020年，经验9.0年，推算开始工作年份与预期毕业年份偏差3年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 3,
"timeline_ok": true,
"graduation_year": 2020,
"years_experience": 9,
"estimated_work_start": 2017,
"expected_graduation_start": 2042
},
"overall_consistency": 30,
"skill_contradictions": [],
"field_completeness_pct": 100,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"C#",
"Java",
"JavaScript",
"数据结构",
"算法",
"面向对象设计模式",
"OOP",
"Windows内存管理",
"多线程同步",
"异步编程",
"进程间通信",
"Windbg",
"ETW",
"Win32",
"MFC",
"Qt",
"WebSocket",
"RPC",
"HTTP",
"NSIS",
"SVN",
"Git",
"CMake"
],
"consistency_score": 30,
"skills_in_summary_only": [
"C",
"C++",
"Win32",
"MFC",
"Qt",
"PLC",
"VTK"
],
"skills_without_evidence": [
"C#",
"Java",
"JavaScript",
"数据结构",
"面向对象设计模式",
"OOP",
"Windows内存管理",
"多线程同步",
"异步编程",
"进程间通信",
"Windbg",
"ETW",
"WebSocket",
"RPC",
"HTTP"
],
"skills_verified_in_projects": [
"WebSocket",
"算法",
"RPC",
"C",
"Qt"
]
}
},
"screening_verdict": "pending",
"screening_summary": "硬性条件通过但匹配度偏低(50%)，需人工判断",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-28T12:16:11.000000Z",
"updated_at": "2026-06-28T12:17:37.000000Z"
}
}