Ahmed Darwish Email & Phone Number

Egypt

Manchester Area, United Kingdom

● Achieved major reduction in inference costs for the BERT model through the implementation of model optimization techniques and knowledge distillation, leading to significant cost savings and latency reductions● Development of conversational Real time AI agents using group LLM chat agents, integrating a variety of licensed and open-source models like GPT3.5, Mistral, LlaMA to deliver human-like AI agent feature● Introduced LLM-based speaker diarization to restructure audio calls transcriptions enhancing all based summarization, sentimental and topic analysis as well as text classification● Spearheaded the optimization of application deployment by creating custom multi-model AWS SageMaker asynchronous endpoints, enabling seamless deployment of numerous models with diverse architectures simultaneously, thereby enhancing operational efficiency and scalability● Engineered a sophisticated product pipeline tailored for comprehensive speech recognition, speaker diarization, and text analytics, encompassing tasks such as summarization, sentiment analysis, topic analysis, and text classification, thereby facilitating actionable insights from diverse data sources.

Egypt

● Develop and maintain data models and data warehouses to support business intelligence reporting and analytics● Manage and lead a team of data analysts and BI specialists to ensure high-quality data management and reporting● Collaborate with business stakeholders to understand their requirements and provide solutions to meet their needs● Work with Microsoft SQL Server and Oracle Database to design and implement data solutions● Develop and implement ETL processes using SQL and PL/SQL to integrate data from multiple sources● Utilize Python to create machine learning models for predictive analytics and data analysis● Provide leadership, communication, and teamwork to ensure successful delivery of data solutions● Conduct business analysis to identify opportunities for data-driven decision making and customer relationship management (CRM) initiatives● Utilize business intelligence tools to create interactive dashboards and reports for data analysis and visualization● Manage cloud computing resources to provide scalable and cost-effective data solutions●Experience in data modeling, data management, and data warehousing● Experience in scrum program management, Agile methodologies,Trello, Jira.● Achieved considerable churn rate reduction by Implementing predictive models for customer churn analysis, resulting in intervention strategies and reduced churn rates● Engineered a scalable pipeline for collecting and processing large number of customer's tickets, extracting relevant information using NLP techniques, and generating actionable insights● Conducted sentiment analysis and topic modeling on unstructured text data, enabling deeper understanding of customer feedback and market trends on social media pages● Utilized geographic analysis to identify regional trends and correlations with customer revenues, informing targeted expansion strategies and increasing market penetration in key areas.

Cairo, Egypt

- Design and implement scalable, secure, and high-performance data architectures to support the organization's data-driven initiatives using Cloudera, Spark, and/or other big data technologies.- Work closely with business stakeholders and data scientists to identify data requirements and design data models that meet their needs.- Develop and maintain data dictionaries, data lineage, and other metadata to ensure the accuracy, consistency, and availability of data across the organization.- Evaluate and recommend new data technologies, platforms, and tools to improve the organization's data capabilities, such as Pyspark and/or TensorFlow.- Define and enforce data governance policies and procedures to ensure the quality, accuracy, and security of data.- Collaborate with cross-functional teams to develop and implement data integration strategies and solutions.- Provide technical leadership and mentorship to other members of the data team, and facilitate a culture of continuous learning and development.

Egypt

Egypt

Egypt

Etisalat, Misr

Systel

Master'S Degree, M.Sc Informatics: Big Data & Data Science, A

MSc in Informatics: Big Data & Data Science

Bachelor Of Science (Bs), Electrical, Electronics And Communications Engineering, 74%