Keerthana B

Senior Software Engineer | ML Specialist

Atlanta, US.

About

Highly skilled Senior Software Engineer with a Master's specialization in Machine Learning, experienced in leading the development of full-stack AI/ML systems and enterprise platforms. Proven ability to optimize data retrieval efficiency by 50%, reduce manual effort by 70%, and enhance product usability by 80%. Seeking to leverage expertise in robust system design, MLOps, and data-driven solutions to drive innovation and impactful results in a challenging technical role.

Work

Target Corporation

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Senior Engineer

Bangalore, Karnataka, India

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Summary

Led the development of advanced AI/ML systems and full-stack solutions, enhancing operational efficiency and user experience for critical business functions.

Highlights

Spearheaded the development of a person reidentification system leveraging React, Spring Boot, FastAPI, and PostgreSQL, improving UI/UX usability by 80% and data retrieval efficiency by 50%.

Engineered a bulk retrieval tool using Python FastAPI and ReactJS to streamline camera footage extraction for fraud investigations, reducing manual effort for tenants by 70%.

Developed a guest metering tool to monitor store traffic, accurately measuring people entering and exiting the store daily, facilitating misuse detection and optimizing resource allocation.

Target Corporation

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Engineer

Bangalore, Karnataka, India

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Summary

Drove the development of AI solutions and MLOps platforms as a full-stack engineer, ensuring scalable and high-quality software delivery.

Highlights

Led the development of the Vision Experience Center, a unified platform showcasing various AI solutions, collaborating with cross-functional teams to ensure seamless integration and provide technical expertise.

Contributed significantly to the design and implementation of Markov, an MLOps enterprise-level platform, simplifying feature extraction and model deployment pipelines.

Utilized Spring Boot, Go, ReactJS, SonarCube, and Cypress for full-stack development and testing, ensuring high-quality and scalable solutions.

Target Corporation

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Ignite Plus Trainee

Bangalore, Karnataka, India

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Summary

Completed an intensive full-stack development training program and managed the end-to-end development of an opinion polling project.

Highlights

Participated in an intensive training program focused on Spring Boot, DevOps, JavaScript, and Database Management, enhancing technical and professional development skills.

Developed Target Synergy, an opinion polling project, by delivering high-quality code and validation tests using Spring Boot and ReactJS.

Managed the full lifecycle of Target Synergy, including requirements gathering, architecture design, implementation, testing, and deployment.

Way for Life

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Web Developer Intern

Bangalore, Karnataka, India

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Summary

Designed and implemented a company website, collaborating with stakeholders to deliver a user-friendly and visually appealing online presence.

Highlights

Designed and implemented the company's website using Java, ReactJS, JavaScript, and content creation tools, adhering to user experience design principles.

Collaborated with stakeholders to understand requirements and deliver a visually appealing and user-friendly website.

IC Solutions

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Java Developer Intern

Bangalore, Karnataka, India

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Summary

Collaborated with technical personnel to analyze program requirements, identify issues, and contribute to software application development.

Highlights

Collaborated with managerial, engineering, and technical personnel to analyze program requirements, identify issues, and propose effective solutions.

Contributed to the development of software applications, ensuring adherence to coding standards and best practices.

Education

Georgia Institute of Technology

Atlanta, GA, United States of America
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MS Computer Science with ML specialization

Sir M Visvesvaraya Institute of Technology

Bangalore, Karnataka, India
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BE Electronics and Communication Engineering

Publications

Tailgating Detector and Security Alerting System

International Research Journal of Engineering and Technology (IRJET)

Published in the International Research Journal of Engineering and Technology (IRJET), Paper ID: FTP809F0728.

Languages

English

Certificates

Springboot Specialization

LearnQuest

Meta Front End Developer Specialization

Meta

Google IT Support Specialization

Google

Skills

Programming Languages

Java, Python, SQL, JavaScript, HTML/CSS, Go.

Frameworks

Spring Boot, React, JUnit, Material-UI, Bootstrap, FastAPI, Cypress, Kafka.

Developer Tools

Git, Docker, VS Code, PyCharm, IntelliJ, DSA, SonarQube, Sketch, Apache JMeter.

Libraries

Pandas, NumPy, Matplotlib, OpenCV.

Software Design and Architecture

Application Software, Software Solutions, Design and Development, Data Integration, Information Systems, MLOps.

Development Methodologies

Agile Environment, CI/CD, GitOps, Kubernetes.

Databases

PostgreSQL, Database Management.

Machine Learning

Reinforcement Learning, Bagging, Q-Learning, Computer Vision.

User Experience

UI/UX Design, User-Friendly Interface.

Project Management

Requirements Gathering, Architecture Design, Implementation, Testing, Deployment, Lifecycle Management.

Projects

Stock Market Predictor

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Summary

Developed and implemented manual and machine learning strategies to outperform benchmark stock market performance within a specified time range.

Synergy

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Summary

Led the development of Synergy, a full-stack audience engagement platform designed to facilitate real-time feedback, polls, and surveys while ensuring the security and anonymity of participants' data.

Tailgating Detector and Security Alerting System

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Summary

Developed a system to address security concerns in offices caused by unauthorized entry through tailgating incidents, monitoring security camera footage using computer vision techniques and OpenCV.