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resume.html
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<!DOCTYPE HTML>
<html>
<head>
<title>Strata by HTML5 UP</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
<style>
body {
font-family: Arial, sans-serif;
background-color: #f4f4f4;
margin: 0;
padding: 0;
}
.a4-paper {
width: 210mm;
min-height: 297mm;
padding: 20mm;
margin: auto;
background: white;
box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
}
#nav {
position: fixed; /* Keeps it in place during scrolling */
top: 10px; /* Adjust as needed for positioning from the top */
right: 10px; /* Adjust as needed for positioning from the right */
background-color: #fff; /* Optional: give it a background for better readability */
padding: 10px;
border-radius: 5px; /* Optional: rounded corners for aesthetics */
z-index: 1000; /* Ensure the navigation stays on top of other content */
}
#nav ul {
list-style-type: none; /* Remove default bullet points */
margin: 0;
padding: 0;
display: flex; /* Flex layout to organize items in one line */
justify-content: space-between; /* Distribute space between items */
}
#nav ul a {
display: inline-block; /* Display the links inline */
margin-right: 25px; /* Add space between the links */
text-decoration: none; /* Optional: remove the default underline from links */
color: #333; /* Optional: set a default color for the links */
}
#nav ul a:last-child {
margin-right: 0; /* Removes the right margin from the last link */
}
</style>
</head>
<body class="is-preload">
<nav id="nav">
<ul>
<a href="./portfolio_english_learning.html">Portfolio</a>
<a href="./deployment.html">Deployment</a>
<a href="./index.html">Main Page</a>
</ul>
</nav>
<div class="a4-paper">
<h2>Related Work Experience:</h2>
<h3>Senior Data Scientist</h3>
<p>@WorkFusion, R&D Department 05/2021-Present</p>
<ul>
<li>Lead multiple projects focused on identifying and addressing product vulnerabilities through in-depth research, experimentation, and evaluation of best practices to enhance product performance and security.</li>
<li>Streamline operational workflows by identifying process improvement opportunities and leveraging automation techniques to increase efficiency and productivity.</li>
<li>Finetune, train, evaluate, and validate machine/deep learning models utilizing cloud computing platforms, ensuring scalability and efficient resource utilization.</li>
<li>Stay abreast of cutting-edge research papers, applying state-of-the-art methods into end-to-end workflows to drive innovation and advancement in the field.</li>
</ul>
<h3>Senior Data Analyst</h3>
<p>@WorkFusion, Delivery Team 11/2018-05/2021</p>
<ul>
<li>Collaborated with end customers and internal cross-functional stakeholders to gain a deep understanding of business needs and requirements.</li>
<li>Utilized advanced data analysis techniques and work with large datasets to extract meaningful insights and developed data-driven recommendations to support decision-making across the program.</li>
</ul>
<h3>Data Analyst</h3>
<p>@Myklovr, Product team 01/2018-11/2018</p>
<ul>
<li>Present findings and insights in a clear and concise manner to stakeholders, providing actionable recommendations to drive business outcomes and support strategic initiatives.</li>
</ul>
<h2>Selected Projects:</h2>
<h3>Signature Detection using YOLO @WorkFusion</h3>
<ul>
<li>Fine-tuned and deployed a YOLO-based signature detection model, automating signature identification and streamlining document processing workflow.</li>
<li>Conducted extensive experiments, including corner cases, to evaluate the robustness, accuracy, and detection speed of the YOLO model for signature detection, achieving a minimum 50% increase in speed compared to the previous approach.</li>
<li>Collaborated with cross-functional teams to analyze experiment results, providing evidence-based insights for decision-making on the buy-in or build strategy.</li>
</ul>
<h3>Information Extraction using Active Learning @WorkFusion</h3>
<ul>
<li>Implemented active learning framework to enhance information extraction ML model for banking customers, resulting in improved accuracy and efficiency.</li>
<li>Designed and executed active learning strategies to selectively label and prioritize data samples for model training, reducing manual labeling efforts by up to 30%.</li>
<li>Conducted rigorous experiments and analysis to measure the impact of active learning on model performance, achieving a 15% increase in accuracy compared to traditional passive learning approaches.</li>
<li>Evaluated and selected suitable active learning algorithms and techniques based on data characteristics and project objectives.</li>
<li>Reviewed and refined the active learning pipeline, incorporating stakeholder feedback and continuously improving processes to adapt to evolving business needs.</li>
</ul>
<h2>Skills:</h2>
<p><strong>Key skills:</strong> Machine Learning Algorithms, Model Development, Hyperparameter tuning/optimization, Deep Learning, Computer Vision, Convolutional Neural Nets, Data Mining, Data Analytics, Data Visualization</p>
<p><strong>Programming Language:</strong> Python, SQL</p>
<p><strong>Tools:</strong> AWS related, Google Cloud related, Kubernetes, Docker, Kubeflow, Microsoft Azure, Tableau, Linux, OCR</p>
<p><strong>Data science/ML Packages:</strong> TensorFlow, Keras, PyTorch, NumPy, Pandas, Scikit-Learn, NLTK, Open-CV, Matplotlib</p>
<h2>Education:</h2>
<p>Stevens Institute of Technology, Hoboken, NJ<br>
Master of Science in Business Intelligence & Analytics, Dean’s list GPA 3.73/4.0 12/2017</p>
<p>Indiana University Bloomington, IN<br>
Bachelor of Arts: Economics & Mathematics GPA:3.2/4.0 12/2015</p>
<ul class="actions">
<li><a href="index.html" class="button">Main Page</a></li>
</ul>
</div>
</body>
</html>