• Developed an application software that enhanced data retrieval from an extensive government website, reducing retrieval time by 50% and improving overall efficiency by 40%.• Implemented a GPT-like chatbot using Open source models , achieving a 95% improvement in information retrieval efficiency through advanced NLP techniques.• Designed and implemented a Generative AI-based bot for a government sector organization, enhancing process automation and user interaction efficiency by… Show more • Developed an application software that enhanced data retrieval from an extensive government website, reducing retrieval time by 50% and improving overall efficiency by 40%.• Implemented a GPT-like chatbot using Open source models , achieving a 95% improvement in information retrieval efficiency through advanced NLP techniques.• Designed and implemented a Generative AI-based bot for a government sector organization, enhancing process automation and user interaction efficiency by 35%.• Utilized the Haystack framework for extensive web scraping and data extraction from over 400 PDF documents, integrating OCR techniques to structure and analyze the extracted data.• Deployed sentence transformer models to generate dense vector embeddings, facilitating advanced semantic search and data analysis, and improving the quality of information retrieval and contextual understanding.• Functioned as a prompt engineer, crafting and fine-tuning over 2,000 prompts and assessing more than 500 AI generated prompts to significantly improve model accuracy and performance.• Received recognition for contributions during project execution, showcasing technical expertise and innovative problem-solving skills in a complex, multi-stakeholder environment. Show less

• Contributed to the Kenan project, significantly enhancing telecom bill generation software to ensure precise and accurate billing for thousands of customers.• Improved postpaid bill generation efficiency by 80%, leading to a substantial increase in processing speed and billing accuracy, resulting in faster customer billing cycles.• Optimized billing workflows by identifying and addressing key inefficiencies, increasing system reliability and customer satisfaction by 30%.•… Show more • Contributed to the Kenan project, significantly enhancing telecom bill generation software to ensure precise and accurate billing for thousands of customers.• Improved postpaid bill generation efficiency by 80%, leading to a substantial increase in processing speed and billing accuracy, resulting in faster customer billing cycles.• Optimized billing workflows by identifying and addressing key inefficiencies, increasing system reliability and customer satisfaction by 30%.• Implemented new methodologies and technologies to streamline operations, reducing error rates and ensuring compliance with regulatory standards. Show less