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Machine Learning Software Engineering

Location:
Cincinnati, OH
Posted:
January 17, 2024

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Resume:

DEVI ESWAR KUMAR DAMERLA

Cincinnati, OH 513-***-**** ad2uk5@r.postjobfree.com www.linkedin.com/in/devi-eswar-kumar-damerla

Available Starting May 2024

EDUCATION

Master of Engineering, Computer Science (3.58 GPA) Dec 2024 (Expected)

University of Cincinnati, College of Engineering and Applied Science, Cincinnati, Ohio

Coursework: Advanced algorithms, Machine Learning, Advance Database Management, Deep Learning, Advanced Software Engineering, Advance Special Topics in CS, Software Testing and QA.

Bachelor of Technology, Computer Science (3.5 GPA) Jul 2021

Sagi Rama Krishnam Raju Engineering College, Bhimavaram, India

Coursework: Data Structures, Algorithms, Operating Systems, Computer Networks, Cloud Computing, Database Management Systems, Competitive Coding, Software Engineering

EXPERIENCE

Associate Software Engineer, Airbus Group India Private Limited, Bengaluru, India Aug 2021 – Jul 2023

•As a Full-stack Developer in the digital mockup team supported engineering and PLM. Developed LAMP-based applications in the inception phase, and automated design quality assessments within the initial 6 months.

•Enhanced the efficiency of SQL queries powering the Business Activity and Management dashboard tool.

•Developed MEAN stack applications, and revolutionized the visualization of complex 2D and 3D CAD models of aircraft parts.

•Orchestrated the architecture of RESTful APIs, seamlessly interfacing with MongoDB to ensure streamlined data storage and retrieval. Initiated the integration of real-time collaboration functionalities by strategically leveraging Socket.io.

Intern( Machine Learning Engineer), TheSmartBridge Private Limited, Hyderabad, India May 2019 – Jul 2019

•Initiated the creation of a machine learning model for precise chronic kidney disease diagnosis during the internship.

•Leveraged medical report parameters to achieve exceptional accuracy. Seamlessly integrated the high-accuracy model into a Flask web application.

SKILLS

•Programming Languages: Python, PHP, Java/J2EE, SQL, PL/SQL, JSP, R, C, Shell Scripting

•Web Technologies: HTML5, JavaScript, TypeScript, jQuery, JSP, CSS, XML, JSON

•Frameworks: Angular, NestJS, NodeJS, ExpressJS, TensorFlow, Keras

•Database Tools: SQL Server, MySQL, JDBC, MongoDB, Redis

•Servers: Nginx, Apache Tomcat, Apache HTTP Server, IIS

•Cloud and Container Technologies: AWS, OpenShift, Docker

•Agile Tools: JIRA, VersionOne, Git

ACADEMIC PROJECTS

Context Driven Image Narration Nov 2023

●Led a team in developing a Context-Driven Image Narration system using the Flickr30k dataset. Utilized a pre-trained ResNet50 model for object recognition and designed a complex model architecture combining image and language modalities.

●Achieved a training accuracy of 79.7% after 100 epochs. Despite computational challenges, demonstrated the model's potential for generating contextually rich image captions. Explored future improvements with pre-trained models like GPT and concealed object recognition for enhanced scene understanding.

Fast Enhancement of Low Light Images Using CNN Apr 2021

•Constructed an end-to-end convolutional neural network block designed to meticulously denoise, deblur, and enhance images captured under extremely low light and abbreviated exposure periods.

•Achieved a remarkable 83% enhancement rate by eliminating noise, mitigating blur, and improving visual fidelity.

CERTIFICATIONS

•Deep Learning Specialization – issued by DeepLearning.AI (Neural Networks and Deep Learning, Improving Deep Neural Networks: Hyperparameter tuning, Regularization, and Optimization, Structuring Machine Learning Projects, Convolutional Neural Networks, Sequence Models) Dec 2019

SCHOLASTIC ACHIEVEMENTS

●Attained finalist status in the prestigious Aerothon 3.0 (Airbus Hackathon). Jun 2021

●Recognized as the top performer in the SkillZ Conclave(a collaborative effort between SmartBridge and IBM). Jul 2019



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