As a Machine Learning Engineer at Opleg Legal Tech company, my role is crucial in the development and enhancement of our Legal AI Assistant solutions. These solutions are specifically designed to aid lawyers in case and contract analysis, as well as legal drafting. My responsibilities encompass a wide range of tasks related to AI technology, with a primary focus on delivering innovative solutions that boost efficiency and accuracy in the legal field.1- Data Processing and Preparation: - I collect, clean, and preprocess legal data, including case law, statutes, regulations, and contracts, to create high-quality training datasets. - I explore and evaluate various data sources to expand and enrich our AI model's knowledge base.2-Machine Learning Model Development: - I design, develop, and fine-tune machine learning models and natural language processing algorithms tailored for legal use cases. - I collaborate closely with cross-functional teams, including legal experts, to fully grasp the specific requirements and nuances of the legal domain. - I experiment with different approaches, like supervised and unsupervised learning, to enhance model accuracy and relevance.3-Model Training and Optimization: - I train and fine-tune machine learning models using extensive legal datasets, taking into account different legal domains and jurisdictions. - I implement techniques for model interpretability, ensuring transparency and explainability in the AI Assistant's recommendations. - I continuously optimize and update the models to adapt to evolving legal landscapes and user feedback.4-Model Deployment and Integration: - I work closely with the software development team to seamlessly integrate machine learning models into our Legal AI Assistant platform. - I ensure the efficient deployment of AI models within the legal workflows of our clients.

- Successfully defended Culture Palace corruption case.- Successfully won a corruption case against Teacher's Syndicate board.- Successfully defended two bankruptcy cases.- Defended 100+ cases with a about 90% success rate.

- Successfully defended 3 Electronic Crime cases. In these cases I formulated the defense strategy and helped out with case investigations. And won all damage claim suites.- Carried out research and pleadings for 20+ civil law suites.

- Contract formulation.- Petition formulation and submission.- Litigation procedures and attended several court hearings.- Attended questionings.- Carried out basic corporate governance procedures.