sentence-transformers How to use XuanTruong03/ai-recruitment-embedder with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("XuanTruong03/ai-recruitment-embedder")
sentences = [
"Chúng tôi đang tìm kiếm nhân sự hỗ trợ y tế chuyên nghiệp để đảm nhiệm việc điều phối bệnh nhân, quản lý hồ sơ bệnh án và giải quyết các thủ tục hành chính liên quan đến bảo hiểm tại phòng khám. Ứng viên cần thành thạo quy trình thăm khám, nắm vững nghiệp vụ thanh toán dịch vụ y tế và có khả năng giao tiếp khéo léo để mang lại trải nghiệm dịch vụ tối ưu cho khách hàng. Bạn sẽ chịu trách nhiệm chính trong việc theo dõi chỉ số sức khỏe cơ bản, đảm bảo an toàn vệ sinh môi trường làm việc theo quy định và phối hợp nhịp nhàng với đội ngũ bác sĩ để quy trình vận hành diễn ra thông suốt.",
"COMMISSION SPECIALIST Skills BUSINESS ADMINISTRATOR Project Manager Data Entry Business Manager Performance Analyst Results-focused, goal oriented, Business/Financial analyst with extensive experience in the business, nonprofit and health care sectors. MBA graduate with a focus on project management and administration. Superior analytical and quantitative skills with proficiency in data entry, Access, Excel, Crystal Reports and various statistical software. Research & Analysis Leadership & Supervision Program/Policy Development Data Entry Process Improvement Financial Cost Modeling Report Writing Clinical Forecasting Trending & Troubleshooting Software & Tools: MS Office 365 (Access, Excel, Outlook, PowerPoint, and Word), SharePoint, Visio, Sage ACT, Fastrax POS, Crystal Reports, Lotus Notes, Microsoft Expressions, IMA software, Stars software, QuickBooks, SPSS, GNU PSPP, Microsoft Dynamics. Advanced Access and Excel, including building databases, creating forms, pivot tables, t-tests, and standard deviations. Experience Commission Specialist Jan 2016 to Current Company Name － City , State Posts over 300,000 dollars in commissions each month. Reviews and processes commission statements from 15 insurance carriers per week. Posts all commissions with a 99 percent accuracy. Processes adjustments to correct commission errors and/or discrepancies. Analyses Excel spreadsheets with thousands of lines of revenue for consistency. Performs monthly reconciliation of cash to the general ledger which is used to calculate the monthly commission payments. Interacts with a variety of brokers and departments in Salesforce. Enters over 10 new service lines of coverage and completes 20 tasks per week in Salesforce. Inputs or adjusts 20 to 200 commission payment splits in proprietary commission system per month for biweekly revenue distribution. Business and Healthcare Instructor Jan 2015 to Jan 2016 Company Name － City , State Increased student enrolment by 20% year over year. Improved graduation rate in MA program by 25% with average GPA of 3.0. Assisted placement of 100 students in employed positions as medical assistance, medical coders and IT technicians. Edited 100 resumes for consistency, accuracy and relevancy. Taught 125 students in a year data entry, Excel, PowerPoint and Word. Improved accuracy of Stars Database by 10%. Client Specialist Jan 2014 to Jan 2016 Company Name － City , State Attained positive treatment goals for 50 residents over",
"RECREATION & SPORTS COORDINATOR Objective To gain a Recreation Supervisor position so that I can provide support to professional and part time staff. I am looking for the opportunity to guide day to day operations of high quality, community recreation facilities. I hope to provide the type of support and management conducive to a healthy work environment so that all staff can not only complete their roles & responsibilities, but also provide a facility that runs efficiently and offers exceptional service to members. Qualifications ACSM Exercise Physiologist TRX Qualified Instructor Personal Trainer AHA CPR/AED & First Aid Experience Company Name City , State Recreation & Sports Coordinator 03/2015 to Current Assisted in daily supervision and administration of facility and interacted with members to ensure programs were carried out in a safe and effective manner. Planned, organized and implemented recreation leagues and events throughout the calendar year. Supervised recreation programs, resolving any issues or disputes that may arise. Enforced safety and administered first aid to participants when required. Assisted supervisor in developing budget and developed innovative ways to increase revenue. Responsible for financial transactions including daily cash deposits and purchasing responsibilities including maintaining a purchasing card and receipt of sale. Company Name City , State Senior Health & Fitness Specialist Contractor 02/2013 to 03/2015 Developed and implemented programs to assess and increase the health and physical activity levels of various populations. Managed HealthCalc software program through the enrollment of new clients and maintained private records. Conducted health and wellness assessments for clients and assisted them with goal setting and strategies to improve and maintain their health and worksite wellness. Company Name City , State Health and Fitness Specialist 08/2012 to 02/2013 Developed and utilized special programs to connect with various health and wellness populations. Maintained great rapport with all customers ensuring all needs were handled in a timely manner. Entered appropriate documents into software database ensuring each participant was safe for physical activity assessments and participation. Company Name City , State Facility Manager 01/2010 to 05/2012 Supervised 40 staff at the university's 100,000 square foot facility and assisted in the new",
"PATIENT ADVOCATE Career Overview Skilled medical assistant with the sound knowledge of technical support, medical duties and clerical skills. Excellent communication skills along with very solid customer service knowledge. Core Strengths Active listening skills Energetic work attitude Strong organizational skills Healthcare billing proficiency Clinical training Medical Assisting specialist Computerized charting specialist CPR/BLS certified Medical coding capability Talent in obtaining/charting vital signs Patient positioning understanding Qualified in specimen collection/processing Microsoft Office Spreadsheet development Insurance processing Patient charting Health insurance processing Insurance eligibility verification Medical billing High customer service standards Conflict resolution proficiency Proficient with Microsoft Office Suite Microsoft Word, Excel, PowerPoint Detail oriented Planning/coordinating Excellent quantitative skills Accomplishments Honor Roll recipient OSHA Compliance Properly disposed of daily biohazard waste in compliance with federal and local regulations. Customer Interface Greeted customers upon entrance and handled all cash and credit transactions. Assisted customers over the phone regarding store operations, product, promotions and orders. Clinical Skills Monitored patient's respiration activity, blood pressure and blood glucose levels in response to medical administration. Work Experience Patient Advocate , 09/2014 Company Name － City , State Screen patients to Determine Eligibility Screen patients in Emergency room, throughout the hospital, and as walk-ins Help patients apply for Medicaid Coverage Send application and supported documents to Medicaid office Follow up with patients and Medicaid office Verify Insurance using Health XNet Certify accounts in Medicaid portal so client could bill Insurance Code account accurately to continue following up Tech , 05/2014 to 08/2014 Company Name － City , State Verified that information in the computer system was up-to-date and accurate. Developed patient care plans, including assessments, evaluations, and nursing diagnoses. Helped physicians examine and treat patients by assisting with instruments, injections and suture removal. Ensured HIPAA compliance. Maintained patient privacy and confidential patient information. Tested patients' blood glucose levels. Obtained vitals for a floor of 10 patients per shift. Support Center Rep , 03/2012 to 12/2013 Company Name － City , State Responsible for Answering Phones Scheduling Patients Sending Tech Calls to Triage Nurse Auditing Charts Verified that information in the computer system was up-to-date and accurate. Collected customer feedback"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
