Vineeth Ketham
St Louis,MO
Summary
Sophisticated Full Stack Developer & Machine Learning Engineer
Versatile professional with a strong background in both independent research and full-stack development. Skilled in TensorFlow, Python, and React.js, with a proven history of discovering innovative methods to leverage data and enhance user experience through intuitive, web-based architecture. Demonstrated expertise in envisioning, coding, and managing high-quality software systems that exceed technical requirements and user expectations.
- Machine Learning Expertise : Effectively researches novel approaches to complex problems, developing prototypes to assess the viability of various techniques and deploying applications into production to yield insights that drive customer-conscious solutions.
- Full Stack Development : Proficient in designing reliable, scalable solutions, with experience in creating robust web applications that integrate seamlessly with back-end systems. Passionate about using cutting-edge technologies to deliver exceptional user experiences.
- Stakeholder Communication : Astute communicator with a data-driven, technology-focused approach, skilled in building consensus around well-founded models and clearly articulating complex ideas to stakeholders.
- Collaboration & Leadership : Talented in writing applications, reformulating models, and mentoring junior developers, fostering a collaborative environment that thrives under high-pressure situations.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Machine Learning Researcher
Saint Louis University
02.2024 - 06.2024
- Developed and optimized machine learning models using neural networks, TensorFlow, and deep learning techniques for recyclable solid waste management, analyzing optical and multispectral data to drive actionable insights.
- Enhanced model performance by 20% through advanced algorithm implementation, feature engineering, and effective feature selection methods, leading to improved predictive accuracy.
- Collaborated with multidisciplinary research team to refine algorithms, resulting in 15% improvement in model accuracy and 25% increase in computational efficiency.
- Evaluated and integrated emerging technologies and tools, ensuring alignment with industry trends and best practices in machine learning research.
- Implemented rigorous validation procedures, ensuring robustness, reliability, and generalizability of machine learning models across diverse datasets.
- Researched, designed, and implemented machine learning applications to solve business problems affecting over 1,000 users, contributing to enhanced user experience and operational efficiency
Full Stack Developer Intern
ThePaperBrains
02.2023 - 05.2023
- Designed, developed, and deployed full-stack web applications tailored to client requirements using HTML, CSS, JavaScript, and Python, leading to a 30% increase in user engagement and a 20% reduction in bounce rates.
- Implemented and maintained RESTful APIs, ensuring smooth integration between frontend and backend frameworks, which resulted in a 25% improvement in application performance and scalability.
Provided technical support to end-users, resolving 95% of issues within the first 24 hours, significantly enhancing customer satisfaction and retention.
Conducted regular code reviews and debugging sessions, maintaining high-quality coding standards across the development team, reducing code errors by 40% and improving overall system stability and reliability.
Collaborated closely with senior developers, designers, and cross-functional teams to deliver projects on time, consistently meeting project milestones and exceeding client expectations by 15%.
Junior Associate Software Engineer Intern
DigitalZap
04.2021 - 07.2021
- Designed and developed user-friendly WordPress websites, including optimized checkout pages, which led to a 25% increase in user clicks and a 33% boost in customer purchases.
- Optimized application performance through rigorous testing, debugging, and code refinement, resulting in enhanced software functionality and user experience.
- Identified and resolved defects in the codebase, significantly improving software stability and reliability.
- Coordinated closely with the design team and project manager to ensure efficient, on-time delivery of projects, consistently meeting project milestones.
- Mentored junior developers, providing guidance in both technical skills and professional growth, fostering a collaborative and positive work environment.
- Demonstrated adaptability by quickly learning and applying new programming languages and technologies as required for specific projects, contributing to the overall success of the development team.
Education
Master of Science - Computer Science
Saint Louis University
St Louis, MO05.2025
Bachelor of Science - Computer Science
Nalla Malla Reddy Engineering College
Hyderabad, IND06.2023
Skills
- Model Evaluation & Algorithm Development
- Unsupervised Learning & Natural Language Processing
- Google Cloud Platform & Integration Testing
- Reactjs & AngularJS
- Nodejs & Expressjs
- MongoDB & Django Framework
- Responsive Design & UI/UX Design Principles
- Object-Oriented Programming & Data Structures
Accomplishments
LEO - Virtual Assistance : Published in the International Journal of Scientific Research in Engineering and Management (IJSREM). This research explores the development and application of virtual assistance technologies, showcasing innovation in artificial intelligence and user interaction.
Link: https://ijsrem.com/download/leo-the-virtual-assistance/
Certification
- Web Design & Development : Completed webinars and training sessions focused on advanced web design techniques, user interface optimization, and responsive development practices.
- Android Programming : Attended specialized webinars on Android app development, covering key aspects of Android Studio, Java, and Kotlin programming.
- Cyber Security Essentials : Participated in cybersecurity webinars, gaining foundational knowledge in threat detection, network security, and secure coding practices.
- Blockchain Technology Fundamentals : Completed educational sessions on blockchain technology, exploring decentralized applications, smart contracts, and cryptocurrency mechanisms.
- Technical Event Management & Hackathon Leadership : Organized and managed multiple technical events and hackathons as an active member of IEEE, with proven leadership and project management skills.
- Hackathon Champion : Secured the top position in a competitive hackathon hosted by the IEEE student branch, demonstrating exceptional problem-solving skills and innovative thinking.
Timeline
Machine Learning Researcher
Saint Louis University
02.2024 - 06.2024
Full Stack Developer Intern
ThePaperBrains
02.2023 - 05.2023
Junior Associate Software Engineer Intern
DigitalZap
04.2021 - 07.2021
Master of Science - Computer Science
Saint Louis University
Bachelor of Science - Computer Science
Nalla Malla Reddy Engineering College
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