Jing Wang Email & Phone Number

Katy, TX, US

Katy, Texas, United States

Scalable Machine Learning Models Deployment in CitiBank* Implemented end-to-end ML lifecycle on Azure ML, covering feature engineering, training, validation, and model deployment.* Deployed scalable machine learning models using IaC tools like Terraform and containerized solutions with Docker and Kubernetes.* Designed CI/CD pipelines with Jenkins and.

Katy, Texas, United States

Project: Job Connection Model Deployment for Indeed* Developed a Machine Learning Ops platform for job connection forecasting, leveraging Kubeflow, MLflow, and Kubernetes to predict job views, applications, candidate hires, and application volumes.* Integrated Azure cloud services, including Azure Kubernetes Service (AKS), Azure Container Instances (ACI).

Katy, Texas, United States

Project: Job Connection Model Development for Indeed* Delivered the job connection model to predict if a newly published job will obtain applications, messages, interviews, etc. * This model is built by using the Light GBM model and various feature engineering from job attributes and historical data of employers. * The model is serviced as an online.

Katy, Texas, United States

Project: Job Recommendation System for Upwork* Built a job recommendation system to match the job and freelancers using the LLM model. Using the LLM model to "translate" the freelancer's resume to the job description, I fine-tuned the LLM using the hiring records and use it to calculate the matching score between a resume and a job description. The LLM.

Katy, Texas, United States

Outsourced to Teamflow* Delivered a LLM model to automatically fill a market research form from a Zoom meeting transcript of a sales outreaching meeting. This model is based on GPT-3 and prompt engineering. It reads the entire content of the meeting transcript and generate the pain points, expectations, next steps, etc for the market research purpose.

Katy, Texas, United States

* Built a digital twin of a city to monitor the social issues and simulate the impact of policies. The digital twin includes social issue maps, time-series forecasting of social issues, and knowledge graphs of social issues. * Delivered the social issue map by integrating the social issue data of substance abuse, divorce, crime, etc.* Delivered AI models.

Abu Dhabi, Abu Dhabi Emirate, United Arab Emirates

Project: Scalable Object Detection Model on AWS SageMaker and EKS* Developed a computer vision project for object detection using AWS services including SageMaker, GroundTruth, and EKS.* Utilized Amazon SageMaker GroundTruth for efficient data labeling to create high-quality training datasets.* Implemented the Single Shot Multibox Detector (SSD) algorithm.

Abu Dhabi, Abu Dhabi Emirate, United Arab Emirates

Project: Knowledge Graph* Built a knowledge graph by crawling internet data and a knowledge linking engine. The knowledge graph is used to enrich the internet traffic data. The knowledge graph is built according to an ontology and focuses on organizations and peoples published on internet. The linking is based on the context and entity matching. It uses.

Yangzhou, Jiangsu, China

Manhattan, New York, United States

* Developed deep learning model to analyze Arabic text, extract entities, do sentiment analysis, and categorize topics.

* Built machine learning model to predict the interaction between drug and proteins. The model is based on feature engineering with biology knowledge, and a CatBoost model.

Tonawanda, New York, United States

* Delivered a ML model to predict the disease from the gene expression data using dimension reduction and classification models.