Ollama3, API Integration & Fine-tuning LLMs, Prompt Engineering
Languages
English (Fluent / Professional)
Deutsch (B2 / Verhandlungssicher)
Experience
Senior Software Entwickler
Berlinux Solutions
GmbH
Jul 2024 - Present
Developing and managing Deutsche Bahn-collaborated projects using PHP, Joomla, AWS,
Docker, MongoDB and shell scripting for robust infrastructure and application solutions.
Driving CI/CD implementation for existing projects in GitLab and optimizing workflows
with Docker-based solutions.
Developing and fine-tuning LLMs using Ollama3 for automated document processing,
including reading uploaded text, categorizing files, assigning them to relevant users,
and integrating APIs with advanced prompt engineering.
Specializing in advanced LLM development, including Ollama3 integration, API
integration,
fine-tuning, and prompt engineering for AI-driven solutions.
Developing an Optical Character Recognition (OCR) API using Python and FastAPI.
Designed and implemented a backend solution to optimize PDF files
and images for efficient text extraction. Enhanced security using JWT
for authentication.
Implemented batch file processing with queuing and integrated
webhooks for real-time updates. Utilized cloud file storage solutions
such as AWS S3 and MinIO for scalable and reliable data storage.
Tech stack: Ollama3, Open WebUI, Python3/FastApi, Postgresql,
Linux/Docker, MinIO, PHP/Laravel
PHP Backend Developer
AlsterSpree Verlag GmbH,
Berlin - Germany
Oct 2022 - Jan 2024
Crafted a robust multisite CMS platform tailored for companies within
the insurance industry to publish they content effectively and to larger
audience, leveraging PHP/Statamic 3, Vue3, & MySQL.
Implemented cutting-edge web development techniques, optimizing
website speed by 40% and reducing bounce rate by 25%, resulting in a
15% increase in online sales revenue.
Successfully decoupled a large monolithic application into smaller
independent microservices, leveraging my expertise in backend
development to build robust APIs using Yii2 and Laravel frameworks.
Successfully decoupled a large monolithic application into smaller
independent microservices, leveraging my expertise in backend
development to build robust APIs using Yii2 and Laravel frameworks.
Also mentored 2-3 junior developers and shared my expertise in coding
best practices to help them grow their skills.
Led the development of a user-friendly platform enabling B2C
customers to access affordable moving services across multiple
European countries, resulting in a successful launch that streamlined
the moving process and provided customers with reliable and cost effective services.
Designed and built 2 APIs for PDF report generation and invoicing, SSO
feature for user authorization and authentication and order
management admin portal.
Conceptualized and engineered the comprehensive system
architecture using Drupal7 framework and JQuery.
Strategize a business model and wrote a business plan leveraging the
robust Business Model Canvas framework as the cornerstone for my
thesis and master project.
Demonstrated advanced proficiency in strategic planning, meticulously
documenting intricate technical details, and orchestrating cohesive
system designs, reflecting a mastery of both theoretical and practical
aspects of software engineering and strategic planning.
Won the German Association of Movers and Logistics (AMO) e.V., MoLo
award for "Product Innovations for the Industry", which was a great
achievement for the company. (https://moelo.de/en/#program)
PHP Developer
naymspace software GmbH,
Kiel - Germany
Mar 2014 - Jul 2014
Crafted WordPress plugins adhering to XLIFF standards, ensuring
seamless integration and internationalization capabilities.
Orchestrated PHP and Symfony framework integration with Node.js to
develop a robust e-commerce platform; optimized backend processes,
resulting in a 40% increase in site speed and a 25% reduction in bounce
rate.
Senior Software Engineer
Folio3 Pvt. Ltd, Karachi -
Pakistan
May 2012 - Sept 2013
Designed and developed a social networking platform for executives
and CEOs, combining the functionality of Facebook and LinkedIn.
Implemented features such as social login, user profiles, newsfeed,
messaging, groups, and events.
Tech stack: PHP/Drupal7, MySQL, Linux/Shell.
Web Developer
Game Ventures Pvt. Ltd.,
Karachi - Pakistan
Oct 2010 - Mar 2012
Designed and developed an analytics tool using PHP and MongoDB for
a high volume game & integrated social platform components.
Integrated the analytics tool with the game server for real-time data
collection and analysis.
Engineered a system to monitor application performance and alert
stakeholders of any potential issues.
Refactored legacy code to improve reliability, scalability and
maintainability. Developed a content management system for a media
company that reduced maintenance costs by 35%.
Tech stack: PHP, MySQL, Facebook API, Google APIs.
Master Thesis Topic: VisLog | Providing a platform for umbrella
organisations for moving companies and developing a long-term business
strategy for the portal.