Conducted advanced research on neuro-symbolic artificial intelligence, focusing on the automated generation of knowledge graphs from unstructured documents using large language models (LLMs). Designed and implemented a comprehensive pipeline that integrates LLM-based knowledge extraction, logical validation using tools such as DCG and PySwip, and benchmarking against established datasets like Wikidata. Collaborated with cross-functional teams to refine the pipeline, ensuring robust logical consistency and accuracy in the generated knowledge graphs. Evaluated and compared different neuro-symbolic approaches, contributing to the development of innovative solutions for knowledge representation and reasoning in industrial applications.

Utilize Python and TensorFlow for data science projects, contributing to developing and analyzing innovative models. Engage in cross-functional teamwork, combining software engineering and data science to deliver comprehensive solutions, using web scraping to collect data to enhance our data-driven development. Work as a Software Engineer in an international team, focusing on developing creative web applications using React.ts, VueJs, NuxtJs, and Next.js with TypeScript for the front end.Collaborated on projects such as BuildScan, Clodevia, and Appointio, contributing to both development and data-driven insights.

Focused on developing responsive web applications for internal use at 3M Express. Collaborated with cross-functional teams using ReactJS and TypeScript. Ensured seamless integration with backend systems, contributing to scalability and maintainability. Key contributor to enhancing internal processes and productivity through innovative frontend solutions.

Conducted in-depth research and literature review to understand challenges in intrusion detection. Formulated problem statements for end-of-studies project. Analyzed and prepared traffic datasets. Developed a deep learning model using auto-encoder architecture for network intrusion detection.

Team Leader for the 'IKBAL Website' project. Oversaw development and implementation of the website. Analyzed project specs, identified necessary tools. Designed interactive, responsive website using React. Implemented relational database with MySql and created CRUD API using Node.js/Express.js. Demonstrated technical expertise and leadership, delivered high-quality website meeting project objectives.

Assisted in optimizing the workflow within the company by creating a user-friendly solution. Utilized React for the front-end and Node.js for the back-end to create a seamless and efficient system. Gathered insights into the development of full-stack web applications and the integration of front-end and back-end components. Acquired hands-on experience in modern web development technologies and their application in solving real-world business problems.

Proposed desktop payment management solution to replace the old system. Used UML and software engineering to design concepts and ensure functionality. Gained an understanding of the software development process and user-centered design. Acquired practical experience in proposing, designing software solutions, and applying software engineering principles.

Created desktop application for perfume store using Java and OOP. Managed sales, bills, and inventory using MySql database. Contributed to design and implementation of features. Gained experience in software development and improved Java, OOP, and SQL skills.

Observed the role of the Information Systems Engineer in the company. Interacted with IS managers, gained an understanding of technology in business. Learned about data management, system functioning, and challenges/opportunities in IS field. Acquired valuable insights into the impact of technology on businesses.