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<div class="portrait-title">
<h2>Sayali Ghodekar</h2>
<h3>Data Scientist</h3>
<h3>
<a href="https://deepaffects.com/" target="_blank" rel="noopener">
<span>DeepAffects</span>
</a>
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<h1>About Me</h1>
<p>Hello!</p>
<p>I am a Data Scientist working at <a href="https://deepaffects.com/" target="_blank" rel="noopener">DeepAffects</a>. DeepAffects is an AI powered Voice Intelligence startup where we work on Automated multi-speaker recognition, voiceprints, emotions & intent extraction from natural conversations. Prior to that I was a research intern at the <a href="http://www.cfilt.iitb.ac.in/" target="_blank" rel="noopener">Center For Indian Language Technology</a> at <a href="https://www.iitb.ac.in/" target="_blank" rel="noopener">IIT Bombay</a>, under the guidance of <a href="https://www.cse.iitb.ac.in/~pb/" target="_blank" rel="noopener">Dr. Pushpak Bhattacharyya</a> and <a href="http://www.hss.iitb.ac.in/en/faculty-profile/malhar-kulkarni" target="_blank" rel="noopener">Dr. Malhar Kulkarni</a>. Here I worked on distributed representations for Indian Languages and their applications for Automated Cognate Detection and Computational Phylogenetics. I also had an opportunity to work in the exciting field of <a href="http://www.cfilt.iitb.ac.in/cognitive-nlp/" target="_blank" rel="noopener">Cognitive NLP</a>.</p>
<p>In my free time I love reading books and write articles. I am a part of the vibrant reading community <a href="https://www.instagram.com/readersbythebay/" target="_blank" rel="noopener">Readers By The Bay</a> and often contribute to <a href="https://www.coffeewritersblog.com/writers/sayali.html" target="_blank" rel="noopener">Coffee Writers Blog</a>.</p>
<div class="row">
<div class="col-md-5">
<h3>Interests</h3>
<ul class="ul-interests">
<li>Natural Language Processing</li>
<li>Computational Linguistics</li>
<li>Speech Processing</li>
<li>Psycholinguistics</li>
</ul>
</div>
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<h3>Education</h3>
<ul class="ul-edu fa-ul">
<li>
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<p class="course">Bachelor of Engineering in Computer Science, 2019</p>
<p class="institution">Pune Institute of Computer Technology, Pune University</p>
</div>
</li>
</ul>
</div>
</div>
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<h1>Experience</h1>
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<div class="col "> </div>
<div class="col"> </div>
</div>
<div class="m-2">
<span class="badge badge-pill border exp-fill"> </span>
</div>
<div class="row h-50">
<div class="col border-right"> </div>
<div class="col"> </div>
</div>
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<div class="card">
<div class="card-body">
<h4 class="card-title exp-title text-muted mt-0 mb-1">Data Scientist</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="https://deepaffects.com/" target="_blank" rel="noopener">DeepAffects</a></h4>
<div class="text-muted exp-meta">
Jan 2020 –
Present
<span class="middot-divider"></span>
<span>Mumbai</span>
</div>
<div class="card-text"><p>Responsibilities include:</p>
<ul>
<li>Research and analysis of NLU and speech intelligence of multi-speaker conversations.</li>
<li>Development and scaling of DeepAffect’s abstractive summarization API which processed over 1M+ minutes of audio into summaries.</li>
<li>Built DeepAffect’s conversation analytics and metrics including dialogue act tagging, intent classification, question and answering systems using PyTorch.</li>
</ul>
</div>
</div>
</div>
</div>
</div>
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<div class="col"> </div>
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</div>
<div class="col py-2">
<div class="card">
<div class="card-body">
<h4 class="card-title exp-title text-muted mt-0 mb-1">Research Intern</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="http://www.cfilt.iitb.ac.in/" target="_blank" rel="noopener">Center for Indian Language Technology, IIT Bombay</a></h4>
<div class="text-muted exp-meta">
Jun 2019 –
Dec 2019
<span class="middot-divider"></span>
<span>Mumbai</span>
</div>
<div class="card-text"><p>Responsibilities include:</p>
<ul>
<li>Research in the distributed representations for Indian languages.</li>
<li>Investigations into the cross-lingual embeddings and transfer for low-resource NLP.</li>
<li>Developed the novel Textual History Analysis Tool to capture the historical evolution of texts through various temporal stages and digitized manuscripts using computational phylogenetics.</li>
</ul>