# David Belinsky

> Software Engineer at Accu Reference Medical Lab

Location: Edison, New Jersey, United States
Profile: https://flows.cv/davidbelinsky

I am a full-stack software engineer, with demonstrated work experience on web apps and databases and a strong educational background in machine learning and computer vision. I am experienced with many languages and useful libraries including Python, C#, C++, Java, SQL, Pytorch, Tensorflow, Numpy, Pandas and .Net Framework.

## Work Experience
### Software Engineer @ Accu Reference Medical Lab
Jan 2023 – Present
Designed and developed multiple full-stack systems that are used to monitor the health of the company and provide client facing utility.

Managed a team of developers in the implementation of a mobile application and web API used to control the logistics operations of the company.

### Research Assistant @ The Research Foundation for SUNY / Stony Brook University
Jan 2020 – Jan 2022 | Stony Brook, New York, United States
Built and designed machine learning data pipelines using Python, SQL, R, Pandas and Numpy, that efficiently processed massive image datasets which were 100s of GB in size.
Designed and developed neural network machine learning models in Pytorch and Tensorflow, which made use of state of the art research in computer vision.
Performed feature engineering by applying statistical and spatial statistical methods.
Implemented and reproduced results for state of the art baselines which resulted in an International Conference on Computer Vision oral publication.
Collaborated with and gathered requirements from a multidisciplinary team of pathologists and medical doctors.
Created a product which generated useful cell detection and classification results and outperformed the accuracy of the state of the art method at the time by over 20%.

### Teaching Assistant @ Stony Brook University
Jan 2019 – Jan 2020 | Stony Brook, New York, United States
Wrote automated scripts in Python and C for testing and grading student coding assignments in systems level programming.
Taught students advanced systems level programming concepts during office hours, which included pair programming to assist students with debugging their assignments.

### Software Engineer @ Accu Reference Medical Lab
Jan 2017 – Jan 2019 | Greater New York City Area
Created, designed and developed the company's customer relationship management (CRM) software, which was the core tool used in the daily workflow of 50% of the company's employees.
Developed full-stack applications using Python, Flask, C#, .Net Core, and Microsoft SQL Server, which handled the creation of 1000s of insurance claim records every day, with 100% uptime during business hours.
Produced a financial analysis tool that ran automated database procedures which helped categorize and eliminate 100s of nonprofitable clients and increased profit by over 25%.
Innovated and developed a tool using .Net Core and SQL, that non-technical management was able to use to generate custom SQL queries for reporting.
Designed and implemented a data visualization tool using D3.js and .Net Core, that provided the insight necessary to renegotiate all sales contracts in the company.
Managed and mentored a new software engineering hire, such that they were able to develop new features in the software, and actively contribute to existing projects.
Performed the requirements gathering, project planning, and project management for all of the major systems I developed.
Collaborated with the legal team to learn and create the necessary security measures to meet the regulations expected for HIPPA compliance.

### Head of Collections @ Borbas Surgical Supply
Jan 2016 – Jan 2017
Arrange for debt repayment or establish repayment schedules, based on customers' financial situations.
Advise customers of necessary actions and strategies for debt repayment
Persuade customers to pay amounts due on credit accounts, damage claims, or nonpayable checks, or to return merchandise.
Confer with customers by telephone or in person to determine reasons for overdue payments and to review the terms of sales, service, or credit contracts.
Notify credit departments, order merchandise repossession or service disconnection, and turn over account records to attorneys when customers fail to respond to collection attempts.
Oversee the flow of cash or financial instruments.
Review collection reports to determine the status of collections and the amounts of outstanding balances.
Review project plans to plan and coordinate project activity.
Stay abreast of advances in technology.

### Collections @ Borbas Surgical Supply
Jan 2014 – Jan 2016
Arrange for debt repayment or establish repayment schedules, based on customers' financial situations.
Locate and notify customers of delinquent accounts by mail, or telephone to solicit payment.
Persuade customers to pay amounts due on credit accounts, damage claims or nonpayable checks, or return merchandise.
Receive payments and post amounts paid to customer accounts.


## Education
### Master of Science - MS in Computer Vision
Stony Brook University

### Bachelor of Arts (B.A.) in Mathematics and Computer Science
Hunter College


## Contact & Social
- LinkedIn: https://linkedin.com/in/david-belinsky-9b8428116

---
Source: https://flows.cv/davidbelinsky
JSON Resume: https://flows.cv/davidbelinsky/resume.json
Last updated: 2026-04-13