Tailgating Detector and Security Alerting System
Published by
International Research Journal of Engineering and Technology (IRJET)
Summary
Published in the International Research Journal of Engineering and Technology (IRJET), Paper ID: FTP809F0728.
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
|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
|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
|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
|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
|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
Languages
English
Certificates
Springboot Specialization
Issued By
LearnQuest
Meta Front End Developer Specialization
Issued By
Meta
Google IT Support Specialization
Issued By
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.