Muhammad Abdullah Email & Phone Number

During my tenure with the IBM VESA (Visualisation, Exploration and Semantic Analytics) team, I held the role of Senior Data and Machine Learning Engineer. My role encompassed engaging with clients, understanding their needs, and delivering effective solutions tailored to their requirements.Major responsibilities:• Executed a 𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐝𝐚𝐭𝐚 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞 on 𝐀𝐖𝐒 as an integral component of an all-encompassing analytics solution for a service desk insights… Show more During my tenure with the IBM VESA (Visualisation, Exploration and Semantic Analytics) team, I held the role of Senior Data and Machine Learning Engineer. My role encompassed engaging with clients, understanding their needs, and delivering effective solutions tailored to their requirements.Major responsibilities:• Executed a 𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐝𝐚𝐭𝐚 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞 on 𝐀𝐖𝐒 as an integral component of an all-encompassing analytics solution for a service desk insights platform focused on ITSM operations. Leveraged 𝐊𝐚𝐟𝐤𝐚 for seamless data streaming, harnessed 𝐄𝐥𝐚𝐬𝐭𝐢𝐜𝐬𝐞𝐚𝐫𝐜𝐡 for storage, and utilised Elastic 𝐊𝐮𝐛𝐞𝐫𝐧𝐞𝐭𝐞𝐬 Services for efficient deployments.• Engineered an 𝐈𝐁𝐌 𝐂𝐥𝐨𝐮𝐝-based platform for automated Machine Learning training job deployment on Kubernetes, integrated with 𝐌𝐋𝐅𝐥𝐨𝐰 for comprehensive metrics tracking and model artifact storage. Conducted code analysis with 𝐏𝐲𝐬𝐚 to identify and address Security and Privacy concerns.• Implemented an unsupervised mechanism for Personally Identifiable Information (PII) masking, fine-tuning pre-trained language models for robust data privacy.• Led NLP initiatives to derive actionable insights from ticketing data, aiding stakeholders in refining business strategies. Applied techniques including Frequent Phrase Mining, Topic Modeling, Hierarchical Clustering and N-Gram Clustering.• Worked on design and development of real-time and batch processing pipelines using 𝐋𝐚𝐦𝐛𝐝𝐚 and 𝐊𝐚𝐩𝐩𝐚 architectures.• Integrated high-performance, pre-trained open-source models like fastText and HuggingFace's transformers for Language Identification and Translation.• Developed scalable REST APIs, facilitating model exposure as consumable services, enhancing accessibility and usability.𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬 / 𝐓𝐨𝐨𝐥𝐬 / 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬: Java • Python • Git • Docker • Kubernetes • Apache Kafka • Elasticsearch • PyTorch • MLflow • Transformers • AWS • IBM Cloud Show less

Rome, Latium, Italy

Pi School of AI is a program based in Rome, Italy that offers hands on courses around artificial intelligence and real world project based training under the mentorship of globally acknowledged and highly qualified researchers in AI & Machine Learning.Major Responsibilities:• Worked on 𝐑𝐞𝐜𝐨𝐦𝐦𝐞𝐧𝐝𝐞𝐫 𝐒𝐲𝐬𝐭𝐞𝐦 (𝐑𝐞𝐜𝐒𝐲𝐬) and the development of a 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐭𝐨 𝐑𝐚𝐧𝐤 pipeline for the Identification and Ranking of Key Opinion Leaders worldwide in the… Show more Pi School of AI is a program based in Rome, Italy that offers hands on courses around artificial intelligence and real world project based training under the mentorship of globally acknowledged and highly qualified researchers in AI & Machine Learning.Major Responsibilities:• Worked on 𝐑𝐞𝐜𝐨𝐦𝐦𝐞𝐧𝐝𝐞𝐫 𝐒𝐲𝐬𝐭𝐞𝐦 (𝐑𝐞𝐜𝐒𝐲𝐬) and the development of a 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐭𝐨 𝐑𝐚𝐧𝐤 pipeline for the Identification and Ranking of Key Opinion Leaders worldwide in the medical domain based on their level of expertise (Scientific) and influence (Social + Political) for one of the largest Pharmaceutical and Consulting agency in Italy - 𝐌𝐜𝐂𝐚𝐧𝐧 𝐇𝐞𝐚𝐥𝐭𝐡.• Implemented data ingestion pipelines for 𝐃𝐚𝐭𝐚 𝐋𝐚𝐤𝐞 development with integration to various sources: Google Scholar, PubMed, Italian Ministry of Health, Wikipedia, ResearchGate, OpenStreetMap Show less

GoSaaS is one of the fastest growing companies in America working in the domain of Product Lifecycle Management and its implementation on Oracle cloud. As part of the team, my responsibilities included extending and developing add-ons for Oracle PLM suite along with leading the design, development and client communication of single-page applications (SPA) in the PLM ecosystem.Major Responsibilities:• Spearheaded the design and development of 𝐄𝐆&𝐂, an innovative cloud-based… Show more GoSaaS is one of the fastest growing companies in America working in the domain of Product Lifecycle Management and its implementation on Oracle cloud. As part of the team, my responsibilities included extending and developing add-ons for Oracle PLM suite along with leading the design, development and client communication of single-page applications (SPA) in the PLM ecosystem.Major Responsibilities:• Spearheaded the design and development of 𝐄𝐆&𝐂, an innovative cloud-based SaaS web application, seamlessly managing, calculating, and processing complex environmental compliance data. Seamlessly integrated vital functionalities with 𝐎𝐫𝐚𝐜𝐥𝐞 𝐄𝐑𝐏, optimising the data flow.• Skilfully architected backend web services, leveraging SOAP protocols to facilitate a comprehensive range of CRUD operations within Oracle SCM.• Crafted an advanced database schema, orchestrating the smooth transition from legacy file-based storage to a relational database model. Enhancing data accessibility, retrieval, and overall system performance.• Employed advanced techniques within 𝐎𝐁𝐈𝐄𝐄 to craft executive business intelligence reports, empowering executive leadership with insightful, interactive data analysis. Facilitated dynamic drill-down and drill-through capabilities for strategic decision-making.• Configured Oracle SCM module, aligning it with the organisations operational requirements. Show less

Awarded 𝐓𝐨𝐩 𝐑𝐚𝐭𝐞𝐝 𝐏𝐥𝐮𝐬 (top 3%) freelancer by Upwork:• BERT based Grammatical Error Correction system for English language.• Research papers classification system for very long texts using LongFormer on TPUs.• Developed a chatbot for Human Resource department by fine tuning DialoGPT.• Rental price prediction using data from the client's Real Estate business in Australia.• Neural Image Captioning problem for a domain specific dataset.• Multi-class… Show more Awarded 𝐓𝐨𝐩 𝐑𝐚𝐭𝐞𝐝 𝐏𝐥𝐮𝐬 (top 3%) freelancer by Upwork:• BERT based Grammatical Error Correction system for English language.• Research papers classification system for very long texts using LongFormer on TPUs.• Developed a chatbot for Human Resource department by fine tuning DialoGPT.• Rental price prediction using data from the client's Real Estate business in Australia.• Neural Image Captioning problem for a domain specific dataset.• Multi-class classification of videos problem using a variant of hybrid architecture - ResNet for features extraction followed by multi layer LSTM.• Developed knowledge graph in OWL format to model Entities and Relations between them. Show less

Lahore, Punjab, Pakistan

• Led full stack development of 𝐱𝐑𝐞𝐩𝐨𝐫𝐭𝐬, a sophisticated web-based reporting tool. Designed to accommodate diverse visualizations (graphs, charts, plots) and capable of seamlessly streaming data from various SQL/NoSQL sources.• Designed and developed Java-based Process Extensions to enhance 𝐎𝐫𝐚𝐜𝐥𝐞 𝐀𝐠𝐢𝐥𝐞 𝐏𝐋𝐌, translating intricate business processes into tangible Agile PLM implementations.• Engineered backend web services leveraging core servlet API, augmenting… Show more • Led full stack development of 𝐱𝐑𝐞𝐩𝐨𝐫𝐭𝐬, a sophisticated web-based reporting tool. Designed to accommodate diverse visualizations (graphs, charts, plots) and capable of seamlessly streaming data from various SQL/NoSQL sources.• Designed and developed Java-based Process Extensions to enhance 𝐎𝐫𝐚𝐜𝐥𝐞 𝐀𝐠𝐢𝐥𝐞 𝐏𝐋𝐌, translating intricate business processes into tangible Agile PLM implementations.• Engineered backend web services leveraging core servlet API, augmenting Oracle Agile PLM's capabilities and facilitating seamless integration with diverse systems.• Spearheaded the creation of a multi-threaded Selenium Utility tailored for efficient bulk data upload, enhancing data management processes.• Successfully configured Oracle Agile PLM, ensuring optimal performance and alignment with organizational needs.• Actively engaged in client interaction for requirement gathering and provided expert consultation for the seamless implementation of intricate business processes.𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬 / 𝐓𝐨𝐨𝐥𝐬 / 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬: Java • Java EE (Enterprise Edition) • Spring • JPA (Java Persistence API) • Servlets • JSP (JavaServer Pages) • RESTful Web Services • SOAP Web Services • Maven • Microservices Architecture • Continuous Integration and Deployment (CI/CD) • JavaScript • HTML5 • CSS3 • KnockoutJS • jQuery • Responsive Web Design • Progressive Web Apps (PWAs) • Oracle Agile PLM • Client Requirement Gathering Show less