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Real-time Augmented Reality

The transformation is derived from the homography between the reference surface coordinate system and the target image coordinate system, allowing for the projection of the 3D model into the image’s pixel space.

New York City Taxi Trip Duration Prediction

Built a model that predicts the total ride duration of taxi trips in New York City.

Microsoft Malware Prediction

Predicted if a machine will soon be hit with malware or not using Machine Learning.

Tested Java Source Code using the Randoop and EvoSuite

Evaluated Java source code using the Randoop and EvoSuite tools, harnessing their automated testing capabilities to ensure code robustness and functionality.

Extension and Further Analysis of Contrastive Framework in the Task of Text Summarization

Investigated the performance of the contrastive framework in the task of summarization, making the representation space of the language model more isotropic, which was then leveraged to generate more diverse texts.

Reimplementation of the paper ‘Synthesis and Machine Learning for Heterogeneous Extraction’

Combined techniques from the Software Synthesis and Machine Learning to extract structured information from heterogeneous data.

COMPAS Recidivism Racial Bias and Model Explainability with LIME and SHAP

Demonstrated that the algorithm exhibits bias in favor of white defendants and against black inmates.

Automata Learning using the LearnLib Framework

Experienced in automata learning using the LearnLib framework, specifically employing the L* and TTT algorithms for active learning and system verification.

Development of a Firewall for the POX SDN Controller

Designed and implemented a Python-based firewall module tailored for the POX SDN Controller, with comprehensive testing conducted within the Mininet simulation environment.

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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