Subject: [AUDITORY] AAVAA-McGill-Mitacs Collaboration From: Naeem Komeilipoor <n.komeilipoor@xxxxxxxx> Date: Tue, 21 Jul 2020 00:53:56 -0400--000000000000cec5aa05aaec698f Content-Type: text/plain; charset="UTF-8" Dear Auditory List, Three positions are *immediately* available at the Postdoc level or for graduate students currently enrolled in a *Canadian university* through a Mitacs collaboration between AAVAA and McGill University (Prof. Sylvain Baillet <https://www.mcgill.ca/neuro/sylvain-baillet-phd>). We are looking for a Computational Neuroscientist, Machine Learning Engineer, and Audio Enhancement and Signal Processing Engineer. The positions are for the duration of 12 months, with the ability to renew the contract at the end of each term. In line with social distancing, the positions may initially be remote, which may evolve to be in-office positions located at AAVAA <http://www.aavaa.ca> as the situation changes. Please send your cover letter, a CV or resume, and contact information for 2 references to info@xxxxxxxx For more information, please email info@xxxxxxxx, or visit www.aavaa.ca. If you are meticulous, a problem solver, and a team player, you will feel right at home. Please see below to ensure you have experience in several of the related areas. Computational Neuroscientist - Electrophysiological data (M/EEG) - Advanced digital signal processing - Machine learning, including deep learning algorithms, such as DNN, CNN, RNN, GAN, LSTM - Time-frequency and functional connectivity analysis - Real-time brain-computer interface - Auditory neuroscience and psychology of hearing - High-level programming in Python and Matlab Machine Learning Engineer - Machine learning, including deep learning algorithms, such as DNN, CNN, RNN, GAN, LSTM - Classical machine learning approaches (e.g., SVM, KNN, Naive Bayes) - High-level programming in Python, Matlab, C, C++, Java, etc. - Deep learning frameworks (e.g., PyTorch, TensorFlow, Keras, Scikit) - Time-series data analysis - Feature engineering and dimensionality reduction - Statistical methods such as Bayesian Statistics and statistical tests - Knowledge of using cloud platforms - Github Audio Enhancement and Signal Processing Engineer - Speech enhancement, such as noise reduction, acoustic echo cancellation, gain control, microphone arrays, beamforming, or source separation - Industrial hardware design of hearing aids or Bluetooth audio devices - Advanced digital signal processing, particularly in biosignal analysis - High-level programming in Python and Matlab - Fourier transforms, discrete signals, and filter design - Automatic speech recognition systems - Machine learning and frameworks such as PyTorch, TensorFlow, Keras, Scikit Sincerely, Naeem Komeilipoor Technical Co-Founder www.aavaa.ca --000000000000cec5aa05aaec698f Content-Type: text/html; charset="UTF-8" Content-Transfer-Encoding: quoted-printable <div dir=3D"ltr"><p style=3D"line-height:1.295;text-align:justify;margin-to= p:0pt;margin-bottom:8pt"><span style=3D"font-size:12pt;font-family:"Ti= mes New Roman";color:rgb(0,0,0);background-color:transparent;font-vari= ant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;w= hite-space:pre-wrap">Dear Auditory List,</span></p><p dir=3D"ltr" style=3D"= line-height:1.295;text-align:justify;margin-top:0pt;margin-bottom:8pt"><spa= n style=3D"background-color:transparent;font-variant-numeric:normal;font-va= riant-east-asian:normal;font-size:12pt;font-family:"Times New Roman&qu= ot;;color:rgb(0,0,0);vertical-align:baseline;white-space:pre-wrap">Three po= sitions are <b>immediately</b> available at the </span><span style=3D"backg= round-color:transparent;font-variant-numeric:normal;font-variant-east-asian= :normal;font-size:12pt;font-family:"Times New Roman";color:rgb(0,= 0,0);font-weight:700;vertical-align:baseline;white-space:pre-wrap">Postdoc<= /span><span style=3D"background-color:transparent;font-variant-numeric:norm= al;font-variant-east-asian:normal;font-size:12pt;font-family:"Times Ne= w Roman";color:rgb(0,0,0);vertical-align:baseline;white-space:pre-wrap= "> level or for </span><span style=3D"background-color:transparent;font-var= iant-numeric:normal;font-variant-east-asian:normal;font-size:12pt;font-fami= ly:"Times New Roman";color:rgb(0,0,0);font-weight:700;vertical-al= ign:baseline;white-space:pre-wrap">graduate students </span><span style=3D"= background-color:transparent;font-variant-numeric:normal;font-variant-east-= asian:normal;font-size:12pt;font-family:"Times New Roman";color:r= gb(0,0,0);vertical-align:baseline;white-space:pre-wrap">currently enrolled = in a <b>Canadian university</b> through a Mitacs collaboration between AAVA= A and McGill University (<a href=3D"https://www.mcgill.ca/neuro/sylvain-bai= llet-phd">Prof. Sylvain Baillet</a>). We are looking for a </span><span sty= le=3D"background-color:transparent;font-variant-numeric:normal;font-variant= -east-asian:normal;font-size:12pt;font-family:"Times New Roman";c= olor:rgb(0,0,0);font-weight:700;vertical-align:baseline;white-space:pre-wra= p">Computational Neuroscientist</span><span style=3D"background-color:trans= parent;font-variant-numeric:normal;font-variant-east-asian:normal;font-size= :12pt;font-family:"Times New Roman";color:rgb(0,0,0);vertical-ali= gn:baseline;white-space:pre-wrap">, </span><span style=3D"background-color:= transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font= -size:12pt;font-family:"Times New Roman";color:rgb(0,0,0);font-we= ight:700;vertical-align:baseline;white-space:pre-wrap">Machine Learning Eng= ineer</span><span style=3D"background-color:transparent;font-variant-numeri= c:normal;font-variant-east-asian:normal;font-size:12pt;font-family:"Ti= mes New Roman";color:rgb(0,0,0);vertical-align:baseline;white-space:pr= e-wrap">, and </span><span style=3D"background-color:transparent;font-varia= nt-numeric:normal;font-variant-east-asian:normal;font-size:12pt;font-family= :"Times New Roman";color:rgb(0,0,0);font-weight:700;vertical-alig= n:baseline;white-space:pre-wrap">Audio Enhancement and Signal Processing En= gineer</span><span style=3D"background-color:transparent;font-variant-numer= ic:normal;font-variant-east-asian:normal;font-size:12pt;font-family:"T= imes New Roman";color:rgb(0,0,0);vertical-align:baseline;white-space:p= re-wrap">.=C2=A0</span></p><p dir=3D"ltr" style=3D"line-height:1.295;text-a= lign:justify;margin-top:0pt;margin-bottom:8pt"><span style=3D"font-size:12p= t;font-family:"Times New Roman";color:rgb(0,0,0);background-color= :transparent;font-variant-numeric:normal;font-variant-east-asian:normal;ver= tical-align:baseline;white-space:pre-wrap">The positions are for the durati= on of 12 months, with the ability to renew the contract at the end of each = term. In line with social distancing, the positions may initially be remote= , which may evolve to be in-office positions located at </span><a href=3D"h= ttp://www.aavaa.ca" style=3D"text-decoration-line:none"><span style=3D"font= -size:12pt;font-family:"Times New Roman";background-color:transpa= rent;font-variant-numeric:normal;font-variant-east-asian:normal;text-decora= tion-line:underline;vertical-align:baseline;white-space:pre-wrap">AAVAA</sp= an></a><span style=3D"font-size:12pt;font-family:"Times New Roman"= ;;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal= ;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wra= p"> as the situation changes.=C2=A0</span></p><p dir=3D"ltr" style=3D"line-= height:1.295;text-align:justify;margin-top:0pt;margin-bottom:8pt"><span sty= le=3D"font-size:12pt;font-family:"Times New Roman";color:rgb(0,0,= 0);background-color:transparent;font-weight:700;font-variant-numeric:normal= ;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wra= p">Please send your cover letter, a CV or resume, and contact information f= or 2 references to <a href=3D"mailto:info@xxxxxxxx">info@xxxxxxxx</= a>.=C2=A0</span></p><p dir=3D"ltr" style=3D"line-height:1.295;text-align:ju= stify;margin-top:0pt;margin-bottom:8pt"><span style=3D"font-size:12pt;font-= family:"Times New Roman";color:rgb(0,0,0);background-color:transp= arent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-a= lign:baseline;white-space:pre-wrap">For more information, please email <a h= ref=3D"mailto:info@xxxxxxxx">info@xxxxxxxx</a>, or visit </span><a = href=3D"http://www.aavaa.ca" style=3D"text-decoration-line:none"><span styl= e=3D"font-size:12pt;font-family:"Times New Roman";background-colo= r:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;te= xt-decoration-line:underline;vertical-align:baseline;white-space:pre-wrap">= www.aavaa.ca</span></a><span style=3D"font-size:12pt;font-family:"Time= s New Roman";color:rgb(0,0,0);background-color:transparent;font-varian= t-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;whi= te-space:pre-wrap">.</span></p><p dir=3D"ltr" style=3D"line-height:1.295;te= xt-align:justify;margin-top:0pt;margin-bottom:8pt"><span style=3D"font-size= :12pt;font-family:"Times New Roman";color:rgb(0,0,0);background-c= olor:transparent;font-variant-numeric:normal;font-variant-east-asian:normal= ;vertical-align:baseline;white-space:pre-wrap">If you are meticulous, a pro= blem solver, and a team player, you will feel right at home. Please see bel= ow to ensure you have experience in several of the related areas.</span></p= ><br><p dir=3D"ltr" style=3D"line-height:1.295;text-align:justify;margin-to= p:0pt;margin-bottom:8pt"><span style=3D"font-size:12pt;font-family:"Ti= mes New Roman";color:rgb(0,0,0);background-color:transparent;font-weig= ht:700;font-variant-numeric:normal;font-variant-east-asian:normal;text-deco= ration-line:underline;vertical-align:baseline;white-space:pre-wrap">Computa= tional Neuroscientist</span></p><ul style=3D"margin-top:0px;margin-bottom:0= px"><li dir=3D"ltr" style=3D"list-style-type:disc;font-size:12pt;font-famil= y:"Times New Roman";color:rgb(0,0,0);background-color:transparent= ;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:= baseline;white-space:pre"><p dir=3D"ltr" style=3D"line-height:1.2;text-alig= n:justify;margin-top:0pt;margin-bottom:0pt"><span style=3D"font-size:12pt;b= ackground-color:transparent;font-variant-numeric:normal;font-variant-east-a= sian:normal;vertical-align:baseline;white-space:pre-wrap">Electrophysiologi= cal data (M/EEG)</span></p></li><li dir=3D"ltr" style=3D"list-style-type:di= sc;font-size:12pt;font-family:"Times New Roman";color:rgb(0,0,0);= background-color:transparent;font-variant-numeric:normal;font-variant-east-= asian:normal;vertical-align:baseline;white-space:pre"><p dir=3D"ltr" style= =3D"line-height:1.2;text-align:justify;margin-top:0pt;margin-bottom:0pt"><s= pan style=3D"font-size:12pt;background-color:transparent;font-variant-numer= ic:normal;font-variant-east-asian:normal;vertical-align:baseline;white-spac= e:pre-wrap">Advanced digital signal processing=C2=A0</span></p></li><li dir= =3D"ltr" style=3D"list-style-type:disc;font-size:12pt;font-family:"Tim= es New Roman";color:rgb(0,0,0);background-color:transparent;font-varia= nt-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;wh= ite-space:pre"><p dir=3D"ltr" style=3D"line-height:1.2;text-align:justify;m= argin-top:0pt;margin-bottom:0pt"><span style=3D"font-size:12pt;background-c= olor:transparent;font-variant-numeric:normal;font-variant-east-asian:normal= ;vertical-align:baseline;white-space:pre-wrap">Machine learning, including = deep learning algorithms, such as DNN, CNN, RNN, GAN, LSTM</span></p></li><= li dir=3D"ltr" style=3D"list-style-type:disc;font-size:12pt;font-family:&qu= ot;Times New Roman";color:rgb(0,0,0);background-color:transparent;font= -variant-numeric:normal;font-variant-east-asian:normal;vertical-align:basel= ine;white-space:pre"><p dir=3D"ltr" style=3D"line-height:1.2;text-align:jus= tify;margin-top:0pt;margin-bottom:0pt"><span style=3D"font-size:12pt;backgr= ound-color:transparent;font-variant-numeric:normal;font-variant-east-asian:= normal;vertical-align:baseline;white-space:pre-wrap">Time-frequency and fun= ctional connectivity analysis</span></p></li><li dir=3D"ltr" style=3D"list-= style-type:disc;font-size:12pt;font-family:"Times New Roman";colo= r:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-= variant-east-asian:normal;vertical-align:baseline;white-space:pre"><p dir= =3D"ltr" style=3D"line-height:1.295;margin-top:0pt;margin-bottom:0pt"><span= style=3D"font-size:12pt;background-color:transparent;font-variant-numeric:= normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:p= re-wrap">=C2=A0Real-time brain-computer interface=C2=A0</span></p></li><li = dir=3D"ltr" style=3D"list-style-type:disc;font-size:10.5pt;font-family:Aria= l;color:rgb(51,51,51);background-color:transparent;font-variant-numeric:nor= mal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre"= ><p dir=3D"ltr" style=3D"line-height:1.295;margin-top:0pt;margin-bottom:0pt= "><span style=3D"font-size:12pt;font-family:"Times New Roman";col= or:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font= -variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Au= ditory neuroscience and psychology of hearing=C2=A0</span></p></li><li dir= =3D"ltr" style=3D"list-style-type:disc;font-size:12pt;font-family:"Tim= es New Roman";color:rgb(0,0,0);background-color:transparent;font-varia= nt-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;wh= ite-space:pre"><p dir=3D"ltr" style=3D"line-height:1.2;text-align:justify;m= argin-top:0pt;margin-bottom:0pt"><span style=3D"font-size:12pt;background-c= olor:transparent;font-variant-numeric:normal;font-variant-east-asian:normal= ;vertical-align:baseline;white-space:pre-wrap">High-level programming in Py= thon and Matlab</span></p></li></ul><br><br><p dir=3D"ltr" style=3D"line-he= ight:1.295;text-align:justify;margin-top:0pt;margin-bottom:8pt"><span style= =3D"font-size:12pt;font-family:"Times New Roman";color:rgb(0,0,0)= ;background-color:transparent;font-weight:700;font-variant-numeric:normal;f= ont-variant-east-asian:normal;text-decoration-line:underline;vertical-align= :baseline;white-space:pre-wrap">Machine Learning Engineer</span></p><ul sty= le=3D"margin-top:0px;margin-bottom:0px"><li dir=3D"ltr" style=3D"list-style= -type:disc;font-size:12pt;font-family:"Times New Roman";color:rgb= (0,0,0);background-color:transparent;font-variant-numeric:normal;font-varia= nt-east-asian:normal;vertical-align:baseline;white-space:pre"><p dir=3D"ltr= " style=3D"line-height:1.2;text-align:justify;margin-top:0pt;margin-bottom:= 0pt"><span style=3D"font-size:12pt;background-color:transparent;font-varian= t-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;whi= te-space:pre-wrap">Machine learning, including deep learning algorithms, su= ch as DNN, CNN, RNN, GAN, LSTM</span></p></li><li dir=3D"ltr" style=3D"list= -style-type:disc;font-size:12pt;font-family:"Times New Roman";col= or:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font= -variant-east-asian:normal;vertical-align:baseline;white-space:pre"><p dir= =3D"ltr" style=3D"line-height:1.2;text-align:justify;margin-top:0pt;margin-= bottom:0pt"><span style=3D"font-size:12pt;background-color:transparent;font= -variant-numeric:normal;font-variant-east-asian:normal;vertical-align:basel= ine;white-space:pre-wrap">Classical machine learning approaches (e.g., SVM,= KNN, Naive Bayes)</span></p></li><li dir=3D"ltr" style=3D"list-style-type:= disc;font-size:12pt;font-family:"Times New Roman";color:rgb(0,0,0= );background-color:transparent;font-variant-numeric:normal;font-variant-eas= t-asian:normal;vertical-align:baseline;white-space:pre"><p dir=3D"ltr" styl= e=3D"line-height:1.2;text-align:justify;margin-top:0pt;margin-bottom:0pt"><= span style=3D"font-size:12pt;background-color:transparent;font-variant-nume= ric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-spa= ce:pre-wrap">High-level programming in Python, Matlab, C, C++, Java, etc.</= span></p></li><li dir=3D"ltr" style=3D"list-style-type:disc;font-size:12pt;= font-family:"Times New Roman";color:rgb(0,0,0);background-color:t= ransparent;font-variant-numeric:normal;font-variant-east-asian:normal;verti= cal-align:baseline;white-space:pre"><p dir=3D"ltr" style=3D"line-height:1.2= ;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style=3D"font-s= ize:12pt;background-color:transparent;font-variant-numeric:normal;font-vari= ant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Deep le= arning frameworks (e.g., PyTorch, TensorFlow, Keras, Scikit)</span></p></li= ><li dir=3D"ltr" style=3D"list-style-type:disc;font-size:12pt;font-family:&= quot;Times New Roman";color:rgb(0,0,0);background-color:transparent;fo= nt-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:bas= eline;white-space:pre"><p dir=3D"ltr" style=3D"line-height:1.2;text-align:j= ustify;margin-top:0pt;margin-bottom:0pt"><span style=3D"font-size:12pt;back= ground-color:transparent;font-variant-numeric:normal;font-variant-east-asia= n:normal;vertical-align:baseline;white-space:pre-wrap">Time-series data ana= lysis</span></p></li><li dir=3D"ltr" style=3D"list-style-type:disc;font-siz= e:12pt;font-family:"Times New Roman";color:rgb(0,0,0);background-= color:transparent;font-variant-numeric:normal;font-variant-east-asian:norma= l;vertical-align:baseline;white-space:pre"><p dir=3D"ltr" style=3D"line-hei= ght:1.2;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span style=3D= "font-size:12pt;background-color:transparent;font-variant-numeric:normal;fo= nt-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">= Feature engineering and dimensionality reduction</span></p></li><li dir=3D"= ltr" style=3D"list-style-type:disc;font-size:12pt;font-family:"Times N= ew Roman";color:rgb(0,0,0);background-color:transparent;font-variant-n= umeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-= space:pre"><p dir=3D"ltr" style=3D"line-height:1.2;text-align:justify;margi= n-top:0pt;margin-bottom:0pt"><span style=3D"font-size:12pt;background-color= :transparent;font-variant-numeric:normal;font-variant-east-asian:normal;ver= tical-align:baseline;white-space:pre-wrap">Statistical methods such as Baye= sian Statistics and statistical tests</span></p></li><li dir=3D"ltr" style= =3D"list-style-type:disc;font-size:12pt;font-family:"Times New Roman&q= uot;;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:nor= mal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre"= ><p dir=3D"ltr" style=3D"line-height:1.2;text-align:justify;margin-top:0pt;= margin-bottom:0pt"><span style=3D"font-size:12pt;background-color:transpare= nt;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-alig= n:baseline;white-space:pre-wrap">Knowledge of using cloud platforms</span><= /p></li><li dir=3D"ltr" style=3D"list-style-type:disc;font-size:12pt;font-f= amily:"Times New Roman";color:rgb(0,0,0);background-color:transpa= rent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-al= ign:baseline;white-space:pre"><p dir=3D"ltr" style=3D"line-height:1.2;text-= align:justify;margin-top:0pt;margin-bottom:0pt"><span style=3D"font-size:12= pt;background-color:transparent;font-variant-numeric:normal;font-variant-ea= st-asian:normal;vertical-align:baseline;white-space:pre-wrap">Github</span>= </p></li></ul><p dir=3D"ltr" style=3D"line-height:1.295;text-align:justify;= margin-top:0pt;margin-bottom:8pt"><br></p><p dir=3D"ltr" style=3D"line-heig= ht:1.295;text-align:justify;margin-top:0pt;margin-bottom:8pt"><span style= =3D"font-size:12pt;font-family:"Times New Roman";color:rgb(0,0,0)= ;background-color:transparent;font-weight:700;font-variant-numeric:normal;f= ont-variant-east-asian:normal;text-decoration-line:underline;vertical-align= :baseline;white-space:pre-wrap">Audio Enhancement and Signal Processing Eng= ineer</span></p><ul style=3D"margin-top:0px;margin-bottom:0px"><li dir=3D"l= tr" style=3D"list-style-type:disc;font-size:12pt;font-family:"Times Ne= w Roman";color:rgb(0,0,0);background-color:transparent;font-variant-nu= meric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-s= pace:pre"><p dir=3D"ltr" style=3D"line-height:1.2;text-align:justify;margin= -top:0pt;margin-bottom:0pt"><span style=3D"font-size:12pt;background-color:= transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vert= ical-align:baseline;white-space:pre-wrap">Speech enhancement, such as noise= reduction, acoustic echo cancellation, gain control, microphone arrays, be= amforming, or source separation</span></p></li><li dir=3D"ltr" style=3D"lis= t-style-type:disc;font-size:12pt;font-family:"Times New Roman";co= lor:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;fon= t-variant-east-asian:normal;vertical-align:baseline;white-space:pre"><p dir= =3D"ltr" style=3D"line-height:1.2;text-align:justify;margin-top:0pt;margin-= bottom:0pt"><span style=3D"font-size:12pt;background-color:transparent;font= -variant-numeric:normal;font-variant-east-asian:normal;vertical-align:basel= ine;white-space:pre-wrap">Industrial hardware design of hearing aids or Blu= etooth audio devices</span></p></li><li dir=3D"ltr" style=3D"list-style-typ= e:disc;font-size:12pt;font-family:"Times New Roman";color:rgb(0,0= ,0);background-color:transparent;font-variant-numeric:normal;font-variant-e= ast-asian:normal;vertical-align:baseline;white-space:pre"><p dir=3D"ltr" st= yle=3D"line-height:1.2;text-align:justify;margin-top:0pt;margin-bottom:0pt"= ><span style=3D"font-size:12pt;background-color:transparent;font-variant-nu= meric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-s= pace:pre-wrap">Advanced digital signal processing, particularly in biosigna= l analysis</span></p></li><li dir=3D"ltr" style=3D"list-style-type:disc;fon= t-size:12pt;font-family:"Times New Roman";color:rgb(0,0,0);backgr= ound-color:transparent;font-variant-numeric:normal;font-variant-east-asian:= normal;vertical-align:baseline;white-space:pre"><p dir=3D"ltr" style=3D"lin= e-height:1.2;text-align:justify;margin-top:0pt;margin-bottom:0pt"><span sty= le=3D"font-size:12pt;background-color:transparent;font-variant-numeric:norm= al;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-w= rap">High-level programming in Python and Matlab</span></p></li><li dir=3D"= ltr" style=3D"list-style-type:disc;font-size:12pt;font-family:"Times N= ew Roman";color:rgb(0,0,0);background-color:transparent;font-variant-n= umeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-= space:pre"><p dir=3D"ltr" style=3D"line-height:1.2;text-align:justify;margi= n-top:0pt;margin-bottom:0pt"><span style=3D"font-size:12pt;background-color= :transparent;font-variant-numeric:normal;font-variant-east-asian:normal;ver= tical-align:baseline;white-space:pre-wrap">Fourier transforms, discrete sig= nals, and filter design</span></p></li><li dir=3D"ltr" style=3D"list-style-= type:disc;font-size:12pt;font-family:"Times New Roman";color:rgb(= 0,0,0);background-color:transparent;font-variant-numeric:normal;font-varian= t-east-asian:normal;vertical-align:baseline;white-space:pre"><p dir=3D"ltr"= style=3D"line-height:1.2;text-align:justify;margin-top:0pt;margin-bottom:0= pt"><span style=3D"font-size:12pt;background-color:transparent;font-variant= -numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;whit= e-space:pre-wrap">Automatic speech recognition systems=C2=A0</span></p></li= ><li dir=3D"ltr" style=3D"list-style-type:disc;font-size:12pt;font-family:&= quot;Times New Roman";color:rgb(0,0,0);background-color:transparent;fo= nt-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:bas= eline;white-space:pre"><p dir=3D"ltr" style=3D"line-height:1.2;text-align:j= ustify;margin-top:0pt;margin-bottom:0pt"><span style=3D"font-size:12pt;back= ground-color:transparent;font-variant-numeric:normal;font-variant-east-asia= n:normal;vertical-align:baseline;white-space:pre-wrap">Machine learning and= frameworks such as PyTorch, TensorFlow, Keras, Scikit</span></p></li></ul>= <p style=3D"line-height:1.295;text-align:justify;margin-top:0pt;margin-bott= om:8pt"><span style=3D"font-size:12pt;font-family:"Times New Roman&quo= t;;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:norma= l;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wr= ap"><br></span></p><p style=3D"line-height:1.295;text-align:justify;margin-= top:0pt;margin-bottom:8pt"><span style=3D"background-color:transparent;colo= r:rgb(0,0,0);font-family:"Times New Roman";font-size:12pt;white-s= pace:pre-wrap">Sincerely,</span><br></p><p style=3D"line-height:1.295;text-= align:justify;margin-top:0pt;margin-bottom:8pt"><span style=3D"font-size:12= pt;font-family:"Times New Roman";color:rgb(0,0,0);background-colo= r:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;ve= rtical-align:baseline;white-space:pre-wrap">Naeem Komeilipoor</span></p><p = style=3D"line-height:1.295;text-align:justify;margin-top:0pt;margin-bottom:= 8pt"><span style=3D"background-color:transparent;color:rgb(0,0,0);font-fami= ly:"Times New Roman";font-size:12pt;white-space:pre-wrap">Technic= al Co-Founder </span></p><p style=3D"line-height:1.295;text-align:justify;m= argin-top:0pt;margin-bottom:8pt"><span style=3D"font-size:12pt;font-family:= "Times New Roman";color:rgb(0,0,0);background-color:transparent;f= ont-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:ba= seline;white-space:pre-wrap"><a href=3D"http://www.aavaa.ca">www.aavaa.ca</= a> </span></p></div> --000000000000cec5aa05aaec698f--