Lead Data Scientist
Evolution Business Technology, LLC
Total des années d'expérience :6 years, 5 Mois
• Led the deployment of SafetyEQ surveillance tool across 10+ facilities.
• Migrated tool to a cloud-based platform, enhancing accessibility and scalability.
• Developed microservices for direct extraction of media from NVRs and implemented RTSP channels for entry/exit counting.
• Custom model training for segmentation and classification on weapon detection and fighting posture detection.
• Managing a team of 5 members which includes 2 web developers, 2 data scientist and 1 quality assurance engineer.
• Developed and deployed machine learning models for various business operations.
• Streamlined database architectures and API endpoints using Python and MongoDB.
• Participated in global collaborations to align business objectives with data science strategies.
• Designed and implemented a Speech Recognition system employing Python, Pytorch, and NeMo.
• Integrated Text Classification and Named Entity Recognition (NER) functionalities for a wide range of conversational interactions.
• Worked on edge computing and related technologies for optimized model training and deployment.
• Dockerized complete project via compose file which handles 10 production services.
• Ensured data security and optimization for Walee, an influencer marketing platform.
• Developed and managed data analytics, web crawling scripts, and social media crawling bots for Walee Enterprise.
• Developed and deployed a Sentiment Analysis model for Roman Urdu using advanced NLP techniques.
• Conceptualized and implemented a User Scoring system using machine learning to grade users and influencers based on their transaction and usage data.
• Conducted research-based analysis in Computational Intelligence, Machine Learning, and Data Mining.
• Explored various deep learning models to enhance Machine Translation.
• Developed Python scripts to replicate proposed results.
• Conducted groundbreaking research on 'Bot-like Behaviour Analysis using Public Features, ' culminating in a thesis.
• Conducted comprehensive data scraping from various websites and social media platforms.
• Utilized tools like Python, Scrapy, and Selenium for efficient data extraction and manipulation.
• Performed detailed data analysis and created insightful reports using Excel.
• Managed and queried databases using SQL.
Bronze Medalist, Achieved highest ranking in Analytics competition, Senior Python Developer in REsearch LAb during my MS.
Media Head for 2 years in university, General Secretary for Python Dev Culb,