qiang fu

director of engineering, ai and ml

About

Machine learning researcher and engineer Information retrieval, search relevance and deep learning (DNN/RNN/DSSM) Automatic Information extraction and integration from large-scale unstructured web data Algorithm design and implementation on robust speech recognition and discriminative training Predictive modeling and credit risks 10+ year experience on JAVA/C++/C#/C/Perl and Linux/Unix shell scripts

Country

united states

City

kirkland

Industry

information technology and services

Skill

machine learning, pattern recognition, perl, c, data mining, c++, speech recognition, matlab, python, programming, natural language processing, algorithm design, information extraction, information retrieval, digital signal processing, digital signal processors, dsp, predictive modeling, sql, java, speech processing, information integretion, unix shell scripting, xml, hibernate, tortoise svn, offshore management, software project management, sas, credit risk, principal component analysis, htk, mapreduce, dnn, rnn, dssm, deep learning

Experience

senior machine learning expert and manager

leeco

2016-9 - 2017-5 · 9 mos

Designed and implemented the smart automatic customer service system with the chatbot using deep-learning seq2seq techniques, will be online next quarter Refactored and enriched the collaborative filtering algorithm and improved the CTR for video push notification by 30%

research lead

fetch technologies

2010-4 - 2011-12 · 1 yr 9 mos

Senior researcher/developer for machine learning/AI algorithms. Mainly focusing on information extraction and integration, web data parsing/normalization/publishing, relational record linkage, and database performance tuning.

consultant

nexidia

2005-9 - 2005-12 · 4 mos

Discriminative training for speech searching and indexing

head of data science and machine learning

offerup

2017-5 - 2019-4 · 2 yrs

Led the data science team to deliver a variety of machine learning/data science features including search/ads/recommendation/deep learning/ etc. Substantially improved OfferUp's core business

senior research data scientist

experian

2011-12 - 2012-9 · 10 mos

Big data validation, segmentation and mining Predictive modeling on credit risk for consumers and business

staff scientist

broadcom

2008-1 - 2010-4 · 2 yrs 4 mos

* Developed Broadcom's first proprietary robust speech recognition engine * Invented an automatic user identification system for game consoles/remote controls using biometrics (8 patents pending)

research assistant

georgia institute of technology

2002-8 - 2007-12 · 5 yrs 5 mos

* Machine learning and speech recognition * Discriminative training for pattern recognition * Detection-based speech recognition * Neural signal enhancement, processing and recognition

research intern

microsoft

2005-5 - 2005-8 · 4 mos

Innovative discriminative training for continuous phoneme recognition with C++;

research intern

nexia international

2004-5 - 2004-8 · 4 mos

Phoneme selection and model training for Chinese recognition; C, C++ and Perl programming

research assistant

university of rhode island

2001-5 - 2002-7 · 1 yr 3 mos

Cochlea modeling, speech analysis and formant tracking Digital signal processing and representing bandpass signals only using zero-crossings

director of engineering, ai and ml

compass group

2019-5 - Present · 7 yrs 5 mos

We are hiring all levels of AI/ML talents! Compass is expanding our Seattle office. Please contact me if you are interested in this amazing opportunity.