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編輯

["sex","age","nation","education","marriageStatus","politicalStatus","city","jobYear","mobile","email"]

? 基本信息: 女

28歲



本科

未婚

中共黨員

?

4年經(jīng)驗(yàn)

13800138000

BD@100chui.com

? 姓名: 錘子簡(jiǎn)歷

夢(mèng)想每個(gè)人都有，但不是每個(gè)人都有勇氣去堅(jiān)信，我有!

 求職意向: 
機(jī)器學(xué)習(xí)算法研究員


廣州


面議


隨時(shí)到崗

 教育背景: 2014.09 - 2018.06

錘子簡(jiǎn)歷大學(xué)

計(jì)算機(jī)與信息技術(shù)

GPA：3.72/4（專(zhuān)業(yè)前10%）
GRE：324

 工作經(jīng)驗(yàn)

2019年12月 - 至今

錘子簡(jiǎn)歷信息有限公司

機(jī)器學(xué)習(xí)算法研究員

負(fù)責(zé)學(xué)習(xí)sas數(shù)據(jù)分析步驟，使用大數(shù)據(jù)平臺(tái)進(jìn)行海量數(shù)據(jù)挖掘工作。
加強(qiáng)模型理解能力，嘗試使用深度學(xué)習(xí)模型提升業(yè)務(wù)指標(biāo)。
定期對(duì)進(jìn)行特征重要性分析代碼編寫(xiě)訓(xùn)練模型進(jìn)行數(shù)據(jù)離散化操作。采用目標(biāo)檢測(cè)、對(duì)象識(shí)別、深度學(xué)習(xí)等分析，手段提取視頻圖像中的目標(biāo)對(duì)象及運(yùn)動(dòng)軌跡。
進(jìn)一步提取目標(biāo)的高層結(jié)構(gòu)化屬性特征包括目標(biāo)類(lèi)別，屬性等細(xì)粒度特征。

2018年3月 - 2019年12月

錘子簡(jiǎn)歷科技有限公司

機(jī)器學(xué)習(xí)算法研究員

負(fù)責(zé)公司項(xiàng)目大數(shù)據(jù)應(yīng)用部機(jī)器學(xué)習(xí)建模組，完成平臺(tái)搭建，impala數(shù)據(jù)庫(kù)遷移的工作。
負(fù)責(zé)SQL、SAS、Python業(yè)務(wù)邏輯數(shù)據(jù)進(jìn)行編程，特征工程代碼編寫(xiě)，研讀論文，復(fù)現(xiàn)代碼，選擇合適的機(jī)器學(xué)習(xí)模型并改進(jìn)。
定期對(duì)用戶(hù)評(píng)分卡、信用卡睡眠戶(hù)預(yù)測(cè)、客戶(hù)信用評(píng)級(jí)模型開(kāi)發(fā)SMOTE算法構(gòu)建均衡數(shù)據(jù)提升模型學(xué)習(xí)能力，決策分箱操作。
使用GBDT構(gòu)造新特征，比較GBDT+LRGBDT+FM模型融合效果，模型可視化、特征重要性分析、撰寫(xiě)建模論文。

 項(xiàng)目經(jīng)驗(yàn)

2021年3月 - 2021年11月

項(xiàng)目工程

機(jī)器學(xué)習(xí)算法研究員

主要對(duì)于視頻圖像中的人物進(jìn)行檢測(cè)，如果可進(jìn)行人臉檢測(cè)就行人臉識(shí)別從而分析出人物的具體身份工作。
負(fù)責(zé)測(cè)試軟件檢測(cè)到人臉就根據(jù)可提檢測(cè)到的人對(duì)各種結(jié)構(gòu)化特征屬性信息，包括衣服屬性裙子顏色、款式等進(jìn)行識(shí)別。
定期對(duì)項(xiàng)目中本人作為項(xiàng)目的負(fù)責(zé)人主要負(fù)責(zé)團(tuán)隊(duì)的溝通以及視頻結(jié)構(gòu)化中的行人檢測(cè)。
使用reid相關(guān)算法的研發(fā)與優(yōu)化，在盡可能低的資源消耗的前提下，實(shí)現(xiàn)快速精確的行人檢測(cè)與跟蹤。
為進(jìn)一步的屬性結(jié)構(gòu)化分析提供精確的目標(biāo)對(duì)象。

 自我評(píng)價(jià): 本人有電工進(jìn)網(wǎng)作業(yè)許可證，對(duì)待工作踏實(shí)，認(rèn)真，并且極富工作和團(tuán)隊(duì)精神，因此在工作和生活中結(jié)交了許多朋友，具有良好的適應(yīng)性和熟練的溝通技巧。綜合素質(zhì)佳，能夠吃苦耐勞，忠誠(chéng)穩(wěn)重堅(jiān)守誠(chéng)信正直原則，感謝您在百忙之中閱覽我的簡(jiǎn)歷，靜候佳音！