Praveen Sivakumar
Dublin,,Ireland
Summary
Skilled software developer specializing in Python and Java, with extensive experience in frameworks like Quarkus and Spring Boot. Proficient in MVC and REST API design, machine learning, NLP, Angular, SQL, MongoDB, and ETL processes. Strong capabilities in Git and agile methodologies enhance project delivery efficiency. Committed to leveraging technical expertise to create innovative software solutions.
Overview
3
3
years of professional experience
5
5
years of post-secondary education
Work history
Packaged App Development Analyst
Accenture
Bengaluru, India
2022.12 - 2024.12
- Assisted in developing efficient and scalable REST APIs using Java's Quarkus framework to enhance application performance and user experience in automobile domain.
- Supported writing clean and maintainable code that adhered to best practices while ensuring performance and scalability.
- Contributed to database design and management with Oracle and PostgreSQL, ensuring performance, scalability, and data integrity while collaborating with junior developers.
- Utilised AWS S3 for secure data storage and integrated CloudWatch for monitoring and debugging, reducing downtime and improving performance insights through log analysis.
- Participated in client collaboration to gather requirements and provide technical insights for customised solution design that addressed business needs.
- Engaged in agile environment, participating in daily stand-ups and retrospectives to support timely task delivery and alignment with project goals.
Application Development Associate
Accenture
Bengaluru, India
2021.11 - 2022.11
- Assisted in developing software applications within banking sector using Java and frameworks like Flex and ZKoss ensuring adherence to industry standards and regulations.
- Contributed to design and implementation of user interface components using Angular, including forms, menus, and dialog boxes to enhance user experience.
- Supported identification and resolution of bugs during user acceptance testing (UAT), aiding overall quality and reliability of applications.
- Demonstrated consistent ability to meet tight deadlines under pressure situations.
Education
Master of Science - Human Centered Artificial Intelligence
Technological University Dublin
Dublin 2025.01 - 2026.01
B. E. - Computer Science and Engineering
KGISL Institute of Technology
Coimbatore 2017.08 - 2021.04
Skills
- Python and Java
- Quarkus and Spring Boot
- MVC and REST API
- Machine learning and NLP
- Angular and SQL
- MongoDB and ETL
- Git and Agile
Projects
MSc Thesis – Human-Centered AI for Chest X-Ray Report Generation Deepfake Video Detection using CNN and Explainable AI
- Built and deployed an end-to-end multimodal AI system combining computer vision and NLP for automated radiology report generation; supporting model inference and real-time predictions via a Streamlit-based interface.
- Implemented advanced architectures (ViT-GPT2, R2GenCMN) using PyTorch.
- Applied Explainable AI (Grad-CAM) to improve interpretability of predictions.
- Built a Streamlit-based human-in-the-loop system for clinical validation.
- Incorporated ethical AI principles (Value Sensitive Design) to enhance trust and transparency.
- Developed a CNN-based deep learning model to detect manipulated (deepfake) videos.
- Trained models on image/video frame datasets to classify real vs fake content.
- Applied Explainable AI techniques (Grad-CAM / LIME) to visualize model decision regions.
- Improved model robustness through preprocessing and data augmentation techniques.
- Addressed real-world challenges in AI ethics, misinformation, and media authenticity.
Timeline
Master of Science - Human Centered Artificial Intelligence
Technological University Dublin
2025.01 - 2026.01
Packaged App Development Analyst
Accenture
2022.12 - 2024.12
Application Development Associate
Accenture
2021.11 - 2022.11
B. E. - Computer Science and Engineering
KGISL Institute of Technology
2017.08 - 2021.04