M. Zohaib

Data Scientist

Sygnls • Full-time

Sep 2024 - Aug 2025 • 11 mos

𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐄ngineer I have worked as a 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭 with a strong focus on 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠, where I designed, developed, and deployed intelligent data-driven solutions for real-world business problems. My experience includes working with structured and unstructured data, performing advanced data preprocessing, feature engineering, and applying machine learning algorithms to generate accurate and reliable predictions. I have hands-on experience building 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐦𝐨𝐝𝐞𝐥𝐬 for classification, regression, clustering, and recommendation systems using Python and industry-standard libraries. I focus on model optimization, hyperparameter tuning, and performance evaluation to ensure high accuracy and generalization on unseen data. Throughout my work, I show strong expertise in 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬, including data cleaning, training, validation, and deployment. I also transform machine learning results into clear insights using visualizations and reports, making complex outputs easy to understand for non-technical clients. I collaborate closely with clients to understand their business goals and convert them into practical 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 that deliver measurable value. My approach is result-oriented, transparent, and focused on providing scalable and production-ready models.