Jobs

The Role:

We are looking for a Computer Vision Engineer to help us improve perception systems for UAVs.

You will work on computer vision pipelines, sensor integration, and visual-inertial approaches to enhance autonomous flight capabilities.

Must have:

• 2+ years of experience in robotics or autonomous systems
• Ability to read and write C++ code
• Python (prototyping, data analysis)
• OpenCV
• Understanding of IMU and camera systems (calibration, distortion)
• Machine Learning fundamentals (linear algebra, statistics, optimization)
• English: Intermediate

Nice to have:

• Experience in perception (localization, mapping, obstacle detection)
• SLAM or VIO frameworks (Vins-Mono, ORB-SLAM, etc.)
• Sensor fusion techniques (Kalman filters, multi-modal data processing)
• Real-time systems and optimization
• ROS/ROS2
• UAV or robotics testing experience
• GPU/NPU optimization (Jetson, Coral)

Responsibilities:

• Develop and improve computer vision pipelines for UAV perception
• Analyze system logs and performance metrics to identify bottlenecks
• Work with camera and IMU data
• Implement localization, tracking, and mapping algorithms
• Optimize algorithms for real-time performance on embedded hardware
• Participate in algorithm research and prototyping

We are looking for a Senior Python Engineer with more than 5 years of experience: a Ukrainian living in Poland, with proven leadership experience, to join our growing engineering team. 

Requirements 

• Expert-level Python knowledge with extensive hands-on development experience.
• Minimum 2 years of proven team management/leadership.
• Strong track record of delivering large-scale products. 
• Experience with distributed systems, performance optimization, and heavy-load environments. 
• Experience with Kubernetes (k8s) and modern DevOps practices.

We are looking for a highly skilled Senior Data Engineer with a minimum of 7 years of professional experience in data engineering, including proven experience collaborating with U.S.-based companies or clients.

The ideal candidate is:

• Fluent in English, with excellent communication skills.
• Comfortable working during U.S. business hours.
• Experienced in thriving within fast-paced, high-impact environments.
•  

In this role, you will:

• Design, build, and optimize data pipelines and ETL processes to support mission-critical analytics and applications.
• Contribute to the architecture, scalability, and reliability of modern cloud-native data platforms.
• Collaborate with cross-functional teams, including data scientists, analysts, and engineers, to deliver production-grade data solutions.
• Apply strong problem-solving expertise to ensure data quality, governance, and performance across systems.

About Us

We build career centers for associations. Our platform powers hundreds of organizations, helping their members find jobs, grow their careers, and connect with employers. We’re at an inflection point: expanding into higher-ed, layering in AI-powered tools, and standing up new employer products—all while balancing revenue-share dynamics with associations and a tougher employer market.

We need a product leader who can see the whole board: someone who thrives on ambiguity, can translate messy inputs into clear priorities, and isn’t afraid to get their hands dirty in the details.

The Role

We’re hiring a Senior Product Manager to drive strategy and execution across our core platform and new initiatives. This isn’t an “associate” or “feature PM” role. You’ll sit close to leadership, owning big pieces of the roadmap that directly affect revenue, customer retention, and growth. You’ll balance customer success needs, sales pressures, and long-term product vision while keeping us moving fast without losing focus.

What You’ll Do

• Own the roadmap for key areas of the platform (career tools, employer products, integrations, analytics).
• Translate strategy into execution—scoping problems, writing clear PRDs, prototypes, and working hand-in-hand with engineering and design.
• Drive adoption and revenue by building products associations love, members use, and employers pay for—without breaking the rev-share model.
• Deep dive into data (GA4, Salesforce, email marketing) to size opportunities, track usage, and inform decisions.
• Bridge departments—partnering with Sales, Customer Success, and Marketing to ensure launches are smooth and customers know the value.
• Balance priorities between short-term fires (retention, customer asks) and long-term bets (AI, employer monetization, expansion opportunities)
• Lead with clarity—communicating trade-offs, setting expectations, and keeping everyone aligned.

What We’re Looking For

• 5–8 years of product management experience, ideally in B2B SaaS.
• Proven senior-level chops—you’ve owned major product areas, not just tickets or features.
• Strong business acumen—you understand revenue models, margins, and the “why” behind trade-offs.
• Data fluency—comfortable with dashboards, funnels, and SQL-lite querying.
• Excellent communication—clear English writer and speaker, strong facilitator, no jargon.
• Hands-on builder—comfortable working lean, making incremental progress, and iterating fast.

Why This Role

• You’ll be a key product leader in a growing company where product is the differentiator.
• You’ll have the ear of the leadership team—your input will shape strategy, not just execution.
• You’ll help solve hard problems: revenue in a tough market, retention against competitors, and scaling new business lines.
• You’ll work with a small but mighty team where clarity, speed, and ownership matter more than bureaucracy.

⚡️ Architect / Senior Databricks Engineer (Databricks Certified)

We are looking for an experienced Architect / Senior Databricks Engineer to join a long-term, full-time project currently in the pre-sale stage.

This is a high-priority opportunity, and we are seeking a strong technical leader with proven expertise in Apache Spark and Databricks, capable of designing and implementing scalable big data solutions while effectively collaborating with technical teams and business stakeholders.

Requirements:

Extensive hands-on experience with Apache Spark

Proven experience working with Databricks across multiple large-scale projects

Databricks Certified Data Engineer Professional certification

Strong background in big data technologies, including Hadoop, NoSQL, MPP, OLTP, OLAP

7+ years of experience as a Software Engineer or Data Engineer, including:

Query tuning and performance optimization

Troubleshooting and debugging Spark or other big data solutions

Proficiency in Python, Scala, or Java programming

Practical experience designing and deploying solutions on cloud platforms (AWS, Azure, or GCP)

Familiarity with CI/CD tools, unit and integration testing, automation, orchestration, REST APIs, BI tools, and SQL interfaces (e.g., Jenkins)

Excellent communication and presentation skills, with the ability to engage strategic stakeholders and leadership

Experience in customer-facing roles, such as pre-sales, post-sales, technical architecture guidance, or consulting

Passion for continuous learning and ensuring customer success

Nice to Have:

Experience in Data Science / ML Engineering, including:

Model selection and lifecycle management

Hyper-parameter tuning

Model serving and deep learning

Working with tools such as MLFlow

Responsibilities:

Design, implement, and optimize data architecture and big data solutions

Lead the adoption and scaling of Databricks within the project

Collaborate with data engineers, data scientists, and business stakeholders to define technical strategies

Ensure performance, scalability, and reliability of data pipelines and analytics platforms

Provide technical leadership, mentoring, and guidance to team members

Engage with stakeholders and customers to gather requirements and deliver strategic solutions

Stay up-to-date with emerging trends and innovations in big data and Databricks technologies

Recruitment Process:

Recruiter interview

Technical interview

Client interview

Offer

Apply now and help shape this project from the very beginning! 🚀

At TechBiz Global, we are providing recruitment service to our TOP clients from our portfolio. We are currently seeking a Java Lead Engineer to join one of our clients' teams. If you're looking for an exciting opportunity to grow in a innovative environment, this could be the perfect fit for you.

What You Will Do:

• Work on specific problem spaces critical to client’s needs, with opportunities to switch teams as both you and our fast-paced business evolve.
• Lead the design, development, and maintenance of Java-based backend services, ensuring high performance, reliability, and scalability.
• Utilize cloud technologies, primarily AWS, to develop and deploy services.
• Engage in the full project lifecycle—from conception to deployment and beyond, ensuring projects are delivered on time and to specifications.
• Collaborate with cross-functional teams across client’s company to align on integration strategies and optimize system architecture.
• Drive an engineering culture within the team, emphasizing innovation, quality, and continuous improvement.
• Proactively identify and mitigate potential issues in our distributed and financial systems.

• Work in small autonomous teams with short release cycles.

   

Who You Are:

• Proficient in Java and Spring Boot, with hands-on experience in backend development.
• Experienced in PostgreSQL and architecting and building robust systems.
• Skilled with cloud technologies, especially AWS.
• Adept in distributed and financial systems, capable of anticipating and mitigating issues preemptively.
• Independent, able to manage projects end-to-end and lead people effectively.
• A strong communicator, capable of interfacing with other teams and domains.
• Previously led a team, with a track record of building positive engineering cultures.
• Working proficiency and communication skills in verbal and written English.

At TechBiz Global, we are providing recruitment service to our TOP clients from our portfolio. We are currently seeking a Senior Treasury Python Engineer to join one of our clients' teams. If you're looking for an exciting opportunity to grow in a innovative environment, this could be the perfect fit for you.

What You Will Do:
 

• Be a part of the Cash Management Platform team: This is a newly formed team that is dedicated to enhancing client’s cash management capabilities by providing essential system support and infrastructure. The heart of our operations is the management and development of our Treasury Management System, Quantum.
• Drive Financial Innovation: Engage with large-scale, highly available, and resilient financial systems within the domain of treasury management.
• Cultivate Team Success: Become an essential part of our team, contributing not just to our projects but to our culture and methodologies. We thrive on agile practices, including pair and mob programming.
• Embrace Continuous Deployment: Work within environments that support automated deployment, allowing for multiple code releases daily and fostering rapid innovation and responsiveness.
• Learn Through Experience: Join us in a journey where success and failure are equally valued as opportunities for growth. We believe education comes from overcoming challenges, guiding us closer to our next innovation.
• Utilize Exciting Technologies: Experiment and implement solutions with modern tools and languages that pique your professional curiosity and drive.

Who You Are:

• Operational Insight into Treasury Systems: Knowledge of how treasury management systems operate, including practical experience with Quantum or similar platforms, is essential. You’ll be expected to contribute to the system's maintenance, troubleshoot issues, and assist in its development to meet client’s cash management needs.
• Proven Software Engineering Expertise: Demonstrable experience in software development, with a keen ability to adapt to various programming languages. While Python is a plus, your ability to innovate and solve problems is what matters.
• Cloud and CI/CD Proficiency: Experience with cloud platforms (AWS, GCP, Azure) and a solid understanding of CI/CD processes using Jenkins and Terraform.
• An Agile Mindset: Familiarity with agile development practices. You’re someone who embraces the principles of agile development, from test-driven development (TDD) to continuous integration and continuous delivery.
• Basic Accounting Knowledge: A fundamental understanding of accounting principles is required. You should be comfortable with the basics as they relate to treasury operations and financial reporting.
  System Integration Skills: Experience with integrating standardized systems is important. You should have hands-on experience or a clear understanding of how to connect systems like Quantum and SAP S4, ensuring efficient data flow and system functionality.

A fast-growing, innovative software provider is seeking an experienced software engineer with expertise in .NET and Azure to join a team building an extension for a PLM platform. The project focuses on empowering customers to enhance their solutions with AI-powered agents and custom knowledge bases. The engineer will develop a modern, scalable platform that interacts with AI assistants and supports multi-agent orchestration, enabling advanced automation and intelligence for enterprise processes. The role emphasizes collaboration, flexibility, and delivering solutions that adapt to evolving market requirements.

Requirements:

• BA/MA in computer science or similar field
• 8+ years of experience in commercial projects
• Strong proficiency with .NET 6+/C#
• Proficiency with CLI: bash or PowerShell
• Deep experience with Docker, Kubernetes, Helm and Terraform
• Deep experience with Azure Services (AKS, Storage Account, Key Vault, Azure Functions etc.)
• Deep experience with web technologies and protocols
• Ability to design and implement cloud solutions using microservices, event-driven patterns and domain-driven design
• Strong knowledge of SQL and NoSQL (SQL Server, Azure SQL, Cosmos DB)
• Experience with Git, Azure DevOps
• Experience working in agile teams with focus on iterative delivery and continuous improvement
• Desire to work on technically challenging projects
• Upper Intermediate or higher English level

Desirable:

• Experience working with coding agents
• Experience in creating unit and/or integration tests
• Experience with Frontend technologies

Responsibilities:

• Understanding requirements and converting them into software architecture/design
• Manage the software design and coding from concept to finished product
• Implementing cloud-native services to expand platform using Azure technologies
• Creating and maintaining CI/CD pipelines
• Participation in agile team ceremonies
• Continuous learning

What we offer:

• Annual paid vacation of 18 working days.
• Extra vacation days for long-lasting cooperation.
• Annual paid sick leave of 10 days.
• Maternity/Paternity leave.
• The opportunity for sabbatical leave.
• Marriage and Parenthood Package.
• Compensation for sports activities (up to 250$ per year) or health insurance covering (70%) — after the trial period.
• Internal education(corporate library, Udemy courses).
• Career development plan.
• English and Spanish classes.
• Paying taxes and managing PE (Private Entrepreneur).
• Technical equipment.
• Internal Referral program.
• Opportunity to take part in company volunteering activities.
• Sombra is a “Friendly to Veterans” award-holder.

It's an Innovative startup focused on AI-driven solutions, advanced chatbots, recommendation systems, and automation tools. We are now developing our own platform designed to simplify the creation of AI-driven applications, including no-code.

We are looking for a highly skilled Senior Frontend Developer to lead the frontend development of our custom no-code platform. You will be responsible for architecting and implementing the UI/UX, ensuring seamless user interactions, and integrating advanced visual programming concepts. This role offers the opportunity to significantly impact the product’s usability and scalability.

Responsibilities:
• Design, architect, and develop the frontend architecture of the no-code platform.
• Create highly intuitive, responsive, and interactive interfaces for no-code visual programming.
• Collaborate closely with backend engineers, product managers, and designers to translate product requirements into scalable frontend solutions.
• Integrate frontend components with backend APIs (FastAPI, REST, GraphQL).
• Implement state-of-the-art UI libraries, visualization tools, and drag-and-drop interfaces.
• Ensure cross-browser compatibility and optimize for performance.
• Write clean, maintainable, and testable code using best practices (unit testing, integration testing, etc.).
• Continuously enhance platform usability, accessibility, and responsiveness.
• Develop and maintain a library of prefab components for efficient interface reuse.

Technical Requirements:
• 5+ years of frontend development experience.
• Strong expertise with JavaScript and modern frameworks (React required, experience with Vue/Angular advantageous).
• Deep understanding of UI/UX design principles and responsive design.
• Extensive experience with frontend state management (Redux, Zustand, or similar).
• Solid experience integrating frontend with RESTful APIs and GraphQL.
• Familiarity with visualization libraries (D3.js, Cytoscape.js).
• Experience developing drag-and-drop interfaces and visual programming environments.
• Proficiency in HTML5, CSS3, and CSS preprocessors (Sass, Tailwind CSS).
• Familiarity with CI/CD pipelines and version control (Git).
• Practical experience creating and maintaining component libraries (Storybook or similar).

• Freely Spoken English.

Bonus Skills:
• Prior experience building no-code or low-code platforms.
• Familiarity with AI-driven frontend components and integrations.
• Experience with WebSockets and real-time data interactions.
• Experience integrating frontend code generation tools from design software.

Soft Skills:
• Strong communication skills.
• Ability to work independently and lead frontend initiatives.
• Excellent problem-solving abilities.
• Attention to detail and dedication to delivering high-quality user experiences.

What We Offer:
• Opportunity to shape an innovative platform from the ground up.
• Collaborative and supportive team environment.
• Flexible working conditions (remote/hybrid).
• Professional growth opportunities in cutting-edge technologies.
 

We are seeking a highly skilled Senior PHP Engineer with strong experience in the FinTech domain to join a Barcelona-based startup. You will work directly with the CTO, playing a key role in shaping the technical foundation of a banking-as-a-service platform that powers global corporate payment operations, including crypto-related services.

This is a full-time, long-term opportunity with immediate start. The team is small today but expected to grow quickly, giving you the chance to take on more responsibility and help drive technical direction.

Must-Have Requirements

- 4+ years of professional experience with pure PHP.

- Hands-on experience developing payment gateways.

- Solid background with CQRS and DDD.

- Expertise in hexagonal architecture.

- Practical experience with RabbitMQ.

- At least B2 level spoken English (comfortable with direct communication with the CTO and stakeholders).

Example Scope of Work (from the CTO):

- Developing and improving the payment gateway.

- Implementing integrations with vendors such as 3dsecure.io, Payshield, ChargebackHelp and payment processors like Stripe, Finix, TriplePay, CPay, PayNetWorx.

- Conducting extensive refactoring, moving the codebase towards microservices, hexagonal architecture, and DDD.

- Investigating and mitigating performance bottlenecks, improving observability and test coverage.

- Reducing fragility of unit tests and setting up functional tests from scratch.

Being a part of 3asoft means having:
- High level of flexibility and freedom
- p2p relationship with worldwide customers
- Competitive compensation paid in USD
- Fully remote working

We are looking for a skilled AQA with strong expertise to become part of our team.

About the project: This project involves collaborating with a US university on a next-generation standard for emergency communication that provides new features and improves data exchange between callers and answering centers. 

As a QA Engineer, you will join a team designing and coding a public test suite to be used by companies implementing the NG911 functional elements. Your primary focus will be on automated tests and procedures covering requirements from the standard documents, as well as the particular coding of different elements of the test suite.
 

Responsibilities:

• Creating test procedure documents for next-generation telecom solutions
• Design, develop, and maintain automated test scripts for telecom using Python
• Creating test environments and simulating message flows
• Execute automated test suites, log defects, and prepare test reports to ensure comprehensive test coverage and timely issue resolution
• Work closely with team members and product managers to understand project requirements and identify potential testing challenges
• Contribute to building and enhancing automation frameworks using Python
   

Requirements:

• 4+ years of experience in software testing
• Experience in telecom
• Knowledge of protocols: SIP, SDP, RTP, HTTP, TLS
• Experience with Wireshark, tcpdump
• At least 2 years of experience with test automation
• Strong Python programming skills
• At least a basic understanding of networking + experience with virtualization
• Strong problem-solving skills and a keen attention to detail
• Ability to define a problem by conducting some additional research and suggest a way to solve it
• Excellent communication skills and ability to work independently and share results with a team, and the customer

• At least Intermediate English level (both spoken and written)

   

Will be a plus:

• Experience with TShark, pyShark

Project Description

Our client is innovative manufacturer of medical devices in the United States which produces a devices and software applications. At this project, you will have a great opportunity to be involved into the full development life cycle of medical software which is intended to help individuals by processing certain information taken from medical devices to identify health trends and to track daily activities.

Job Description

• Minimum of 7 years of experience in software development, with a focus on designing and implementing highly scalable web applications, data pipelines, and cloud-based microservices
• Proficiency in Java programming language and related technologies. Experience with frameworks such as Spring, Hibernate, and Apache Kafka, and cloud-native services is highly desirable
• Proven experience in UI/Angular development
• Strong understanding of database concepts and experience with SQL and NoSQL databases (e.g., MySQL, Oracle, Cassandra, DynamoDB, Redis).
• Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) and experience deploying applications in cloud environments is advantageous
• Experience with microservices and event-driven architectures
• Strong analytical and problem-solving skills with the ability to troubleshoot complex issues and implement effective solutions
• Excellent written and verbal communication skills with the ability to articulate technical concepts clearly and effectively
• Ability to work both independently and collaboratively in a fast-paced, agile environment. Strong team player with a positive attitude and a passion for technology

Job Responsibilities

• Architect, design, and develop highly scalable, reliable web scale applications, tools, and automation frameworks to meet business requirements.
• Implement cloud-based microservices leveraging event-driven architectures.
• Collaborate with cross-functional teams to design and build efficient and robust data pipelines for batch, near-real-time, and real-time processing using Java technologies.
• Optimize applications, data pipelines, and microservices for scalability, performance, and efficiency to handle large volumes of data and traffic in a cloud environment.
• Ensure adherence to coding standards, best practices, and software development methodologies. Perform code reviews and provide constructive feedback to team members.
• Implement monitoring and alerting solutions to ensure the reliability and availability of applications, data pipelines, and microservices. Participate in troubleshooting and resolution of production issues.
• Create and maintain technical documentation, including design documents, architecture diagrams, and system documentation.
• Collaborate effectively with cross-functional teams, including product management, QA, and operations. Communicate technical concepts and solutions to both technical and non-technical stakeholders.

Project Description

Our client is innovative manufacturer of medical devices in the United States which produces a devices and software applications.

At this project, you will have a great opportunity to be involved into the full development life cycle of medical software which is intended to help individuals by processing certain information taken from medical devices to identify health trends and to track daily activities.

Job Description

Core Angular Skills (must-have)

• Angular (v12+): Deep understanding of components, modules, services
• Angular CLI: Efficient project scaffolding and configuration
• TypeScript: Strong grasp of advanced TS features
• RxJS: Mastery of Observables, Subjects, Operators, and best practices
• NgRx / Akita / NGXS: State management patterns
• Forms: Reactive Forms & Template-driven Forms
• Routing: Lazy loading, route guards, parameter handling
• Directives & Pipes: Custom and built-in 

Besides that:

• Experience with team leading 1+ years
• Total experience 7+ years
• High degree of comfort in Javascript, CSS, and HTML.
• Experience shipping complex and well-tested UIs
• Effective communicator, and have experience writing and reviewing code in a team setting using source control software like Git/GitHub
• Familiarity with Java development is beneficial
• Keen sense of information architecture and visual design
• Motivated by writing fast, scalable code with testability in mind
• Excited by working in a fast-paced environment

Job Responsibilities

• Work on client facing healthcare apps involving lots of data, highly complex UI workflows, actionable insights /analytics, data visualizations etc.
• Lead team of UI engineers
• Experiment with new ways of visualizing large amounts of data in a scalable fashion.
• Build and maintain a wide variety of modular and extensible set of frontend micro services
• Research on new web technologies

Requirements:

• Strong backend development experience with Python and PostgreSQL (SQL Alchemy + Alembic)
• Proficiency with React and TypeScript for frontend development
• Solid understanding of infrastructure-as-code tools like Terraform
• Experience with Kubernetes and maintaining Helm charts
• Comfortable creating new microservices from scratch, including API design and deployment pipelines
• Ability to work proactively with minimal supervision, owning features end-to-end
• Excellent communication and collaboration skills in distributed teams

Nice-to-Have:

• Familiarity with FastAPI
• Experience with Bazel build system (training can be provided)
• Exposure to CI/CD practices and observability tools

Key Responsibilities:

• Build and deliver full-stack solutions using React, TypeScript, Python, and FastAPI
• Take ownership of features from idea to production (including design, development, testing, deployment, and monitoring)
• Design and implement scalable backend systems using PostgreSQL
• Build new microservices from scratch, including infrastructure configuration using Terraform and Helm
• Maintain and extend Kubernetes Helm charts for service deployment
• Collaborate with team members during weekly syncs to discuss progress, blockers, and demos
• Conduct code reviews, participate in design discussions, and handle ad-hoc support when needed
• Work independently and proactively drive tasks forward, coordinating across time zones

About the Project:

We’re hiring a Full-Stack Software Engineer (Python + React) to join a fast-paced, highly autonomous team. This role is ideal for an engineer who is comfortable working across the stack, passionate about writing clean and scalable code, and capable of driving features end-to-end — from design to infrastructure provisioning to production monitoring.

You will work closely with cross-functional teams to build new features, create microservices from scratch, and manage infrastructure using modern DevOps practices.

Description

Our client is an innovative manufacturer of medical devices in the United States, producing devices and software applications.

In this project, you will have a great opportunity to be involved in the full development life cycle of medical software, which is designed to assist individuals by processing information from medical devices to identify health trends and track daily activities. In addition, there are opportunities to work with medical devices, in the scope of end-to-end testing.

Requirements

General:

– Unit Testing: Jasmine, Karma
– E2E Testing: Cypress / Protractor (Cypress preferred)
– Test Coverage & Mocking strategies
– Linting & Formatting: ESLint, Prettier, Stylelint

• Experience testing software systems without user interfaces (i.e. API testing)
• Developing, executing, and maintaining automated test scripts
• Hands-on coding experience with Java 
• Experience with Selenium WebDriver & Jmeter
• Solid understanding of QA practices (black box testing, risk-based testing, system testing, regression testing, exploratory testing)

Must have:
* Test Automation Experience: API (backend) testing (3+ years)
* Test Automation Frameworks: RESTassured, Selenium, Cypress, or Playwright
* Programming Languages: Java (3+ years)
* Tools: Postman, event logging (Splunk/Datadog), CICD pipeline integration
* Regulatory experience
* Excellent English communication skills

Nice to have:
* Salesforce
* Atlassian tools: Jira, Confluence, Bamboo
* mySQL
* Jama QMS

Job responsibilities

 – Perform testing on software systems without user interfaces, focusing on API testing.
 – Develop, execute, and maintain automated test scripts to ensure software quality and reliability.
 – Write and maintain code using Java or JavaScript.
 – Utilize Python for scripting and automation tasks.
 – Use Selenium WebDriver for web application testing.
 – Implement performance testing using Jmeter.
 – Apply solid QA practices including black box testing, risk-based testing, system testing, regression testing, and exploratory testing to identify and resolve issues.