Research Data Scientist at a Gaming and Entertainment Company (Full-time, Aug 2023 - Present - 6 mos)
- Engaged in AI research and development with a focus on large-scale multi-model data wrangling and feature engineering.
- Conducted Graph Analytics, Logical & Probabilistic Reasoning, and various Machine Learning techniques.
- Modeled and engineered Taxonomies, Ontologies, and Knowledge Graphs for enterprise data integration.
- Trained, evaluated, and deployed Machine Learning models, analyzing and interpreting results to improve business outcomes.
- Optimized business processes, collaborating with customers and internal clients.
AI Scientist/Machine Learning Engineer at an E-commerce Giant (Full-time, Feb 2022 - Mar 2023 - 1 yr 2 mos)
- Worked in JD Explore Academy, designing algorithms for self-running AI software in various domains.
- Responsible for end-to-end production-grade machine learning systems, including data collection, processing, analysis, and model deployment.
- Conducted research and implemented state-of-the-art machine learning algorithms in computer vision, data science, and natural language processing.
- Provided model scaling, performance tuning, data visualization, and productionizing in machine learning systems.
AI Scientist/Machine Learning Engineer at a Marketing Solutions Provider (Freelance, Jan 2022 - Jul 2022 - 7 mos)
- Freelance service for real-world machine learning scenarios, focusing on computer vision, natural language processing, and data science.
- Implemented end-to-end MLOps systems, designed novel deep learning algorithms, and achieved state-of-the-art results.
AI Scientist/Machine Learning Engineer at a Tech Startup (Freelance, Dec 2020 - Dec 2021 - 1 yr 1 mo)
- Provided freelance service for core machine learning problems in computer vision and natural language processing.
- Built full-stack AI systems, including model designing, training, tuning, deploying, and serving from scratch.
- Collaborated with customers, presented tech talks, and published research results.
Research Assistant at a Prestigious University (Full-time, Oct 2018 - Mar 2019 - 6 mos)
- Conducted research, summarized findings for top-tier conferences or journals, and assisted with academia publications.
- Developed computer vision solutions using deep learning methods.
Software Engineer at a Technology Solutions Provider (Full-time, Sep 2016 - Aug 2018 - 2 yrs)
- Provided software design, data engineering, and cloud architecture for the company's Analytics platform.
- Developed full-stack websites and micro-services, processed and managed raw data through SQL, ETL, and data engineering frameworks.
Machine Learning Engineer (Computer Vision) at a Startup (Freelance, Oct 2017 - Jun 2018 - 9 mos)
- Performed software engineering and computer vision algorithm development.
- Used OpenCV, CUDA, Caffe2, Tensorflow, MATLAB for resourceful development.
Android Developer at an Educational Institution (Part-time, Oct 2015 - Jun 2016 - 9 mos)
- Designed and developed advanced mobile applications for the Android platform.
Android Developer at a Digital Solutions Company (Internship, Nov 2015 - Jan 2016 - 3 mos)
- Built new android applications and updated previous ones based on client's requirements and feedback.
Internship at an Aviation Instrument Manufacturing Company (Jun 2012 - Aug 2012 - 3 mos)
- Participated in welding integrated circuit boards, testing, and analyzing circuit functions.