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Aug 2022 - Dec 2023
Research Assistant / Teaching Assistant
The University of Texas at Dallas
Erik Jonsson School of Engineering & Computer ScienceRichardson, TX, US
Engaged in groundbreaking research alongside Dr. Vibhav Gogate, I am actively involved in pioneering Neuro-Symbolic Methods and Perceptually-Enabled Task Guidance (PTG). My current focus revolves around the development of an innovative Neuro-symbolic based Augmented Reality system for Hololens2, leveraging action recognition technology to provide unparalleled task guidance. Additionally, I have played a pivotal role in the collection and streamlining of data for the CaptainCook4D dataset, implementing rigorous pre-processing methodologies to glean insights into procedural errors.
In my capacity as a Teaching Assistant for ML, Database, and Algorithms, I assume a multifaceted role encompassing the meticulous grading of assignments, hosting informative office hours, and meticulously preparing comprehensive homework solutions. This academic endeavor underscores my dedication to fostering a deeper understanding of complex concepts and empowering students to excel in their academic pursuits. -
Samsung Research Institute India
Bangalore, India
Development of the Samsung Neural Keyboard, a specialized input solution for flagship devices. Utilizing Statistical Language Modeling, we achieved precise touch-point prediction. By integrating advanced techniques like Character Language Model and Word Language Models, I optimized the keyboard's performance, ensuring an intuitive user experience across diverse devices.
Crafted a compact 0.5 MB Android app employing Deep Neural Network technology for efficient information extraction. This initiative underscored my commitment to innovation and streamlined functionality in software development. Additionally, my research presented at ICSC-2021 stood out as a top contender for the best paper award, highlighting my dedication to advancing information extraction technologies.Mar 2018 — Jul 2021
Lead Software Engineer
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Mar 2016 - Feb 2018
Senior Software Engineer
Samsung R&D Institute India
Bangalore, India
Spearheaded the development of modules aligned with design specifications, focusing on implementing flagship device features. My role also encompassed thorough debugging, where I conducted root cause analysis to identify and rectify defects efficiently. With proficiency in module development, flagship device feature implementation, and adept debugging skills backed by root cause analysis, I ensured the seamless integration of cutting-edge functionalities into the flagship devices.
Developed machine-learned natural language models aimed at enhancing accuracy by incorporating variations and ensuring balanced data distribution across classes. This involved meticulous data balancing techniques and introducing diverse variations within the machine-learned models to bolster their accuracy and robustness. -
Samsung R&D Institute India
Bangalore, India
Developed a UI Web portal tailored for deployment and monitoring of development status, build progress, and results. This involved designing and implementing a MySQL database schema meticulously crafted for seamless integration within the Dashboard project. Leveraging technologies such as Spring Boot and Micro Services facilitated efficient web development, while CI/CD tools like Jenkins and QuickBuild streamlined the deployment pipeline.
Performance optimization for the S-Health app, significantly reducing response time and memory usage while enhancing the overall user interface. Applying advanced concepts such as Object-Oriented Analysis and Design (OOAD) principles played a pivotal role in improving app performance and delivering an enhanced user experience.Jul 2014 — Feb 2016
Software Engineer
about me
With over 7 years of professional experience, I've honed my skills as a software engineer, specializing in designing and developing various software systems, including Machine Learning, Android, Back-end, and Full-stack applications, as well as proficiency in CI/CD tools. I've had the privilege of working within teams of varying sizes across the globe, where my strong communication skills and collaborative spirit have consistently made a significant impact.
I am passionate about learning and growing in the field of software. and I possess a quick understanding of various technologies, and I am skilled in breaking down complex problems into smaller manageable parts, which I can solve by producing clean, production-grade code. Additionally, I am capable of improving application performance, resulting in timely and efficient project delivery that meets the project's scope and exceeds expectations. I have experience in working with Agile Methodologies, and practicing SDLC process in day-to-day life.
phone
972-804-6333
bharathchalla5@gmail.com
website
bharathchalla.github.io
