FAQ

Frequently asked questions

1
How does Artificial Intelligence (AI) empower businesses, and what capabilities does it offer?

AI represents a transformative technology that empowers businesses across various industries by augmenting human capabilities and driving innovation. AI encompasses a diverse range of techniques and methodologies, including Machine Learning, Computer Vision, Natural Language Processing (NLP), and Generative AI, among others.

With AI, businesses can automate repetitive tasks, extract insights from data, enhance decision-making processes, and personalize customer experiences. Whether it's predictive analytics for forecasting, intelligent automation for process optimization, or conversational AI for customer support, the applications of AI are virtually limitless. By harnessing the power of AI, organizations can unlock new opportunities, streamline operations, and gain a competitive edge in today's dynamic market landscape.

At Jagan Solutions, we leverage advanced AI technologies and tailored solutions to help our clients achieve their business objectives and thrive in the digital age.

2
How can Scientific Computing unlock real-world solutions for your business?

Scientific Computing, within our framework, encompasses the utilization of advanced algorithms to address complex business challenges. This multifaceted approach enables us to achieve various outcomes tailored to our clients' needs. For instance, Optimization techniques rooted in Operations Research are employed to maximize revenue or minimize costs within defined constraints.

We also leverage Genetic Algorithms to optimize logistics operations for a transport company, ensuring cost-effective routing and resource allocation. Additionally, we apply Linear Programming to assess and mitigate risk in financial scenarios, such as determining loan risk for borrowers and recommending risk-reducing strategies.

Through the application of Scientific Computing, we offer tailored solutions that drive efficiency, profitability, and risk management for our clients.

3
What are the essential components for ensuring the successful implementation of AI or Scientific Computing projects at Jagan Solutions?

Our recipe for successful project implementation encompasses several key ingredients:

  • Dedicated Team: Each project is assigned a dedicated team equipped with the necessary expertise to ensure its success. This includes proficiency in software development tailored to the chosen technology stack, as well as specialized knowledge in AI, Machine Learning, Optimization, or Scientific Computing relevant to the project's domain.
  • Testing and Validation: We prioritize thorough testing and validation throughout the project lifecycle to guarantee the quality and reliability of our solutions.
  • Technical Proficiency: Our team boasts high-level technical expertise across various areas, including Cloud services, Performance optimization, and Maintenance, ensuring robust and scalable solutions.
  • Timely Execution: With ample bandwidth and a commitment to efficiency, we execute projects within agreed timelines, delivering results promptly and effectively.
  • Communication Excellence: Effective communication is integral to our process. We employ Kanban methodologies within an Agile framework and maintain flexibility in communication styles tailored to each project's needs. Whether it's regular updates, periodic demos, or accommodating evolving requirements, we ensure seamless communication via various channels such as phone, e-mail, Zoom, Google Meet, Google Chat, or Skype.
  • Proficiency in English: All team members possess full professional proficiency in English, facilitating clear and concise communication throughout the project lifecycle.
4
What sets your software apart and ensures it meets the highest standards?

We're obsessed with quality and take several steps to achieve it:

  • Elite Team: We're meticulous in our recruitment, only accepting less than 5% of candidates. We assess technical skills like coding style and problem-solving, alongside communication and teamwork abilities. This ensures a strong foundation for exceptional software.
  • Collaborative Development: We believe in the power of teamwork. Our code undergoes rigorous peer-review, where colleagues identify and refine potential issues for optimal performance.
  • Industry-Proven Practices: We leverage established best practices like version control, design patterns, and DRY (Don't Repeat Yourself) and SOLID principles, ensuring code cleanliness, efficiency, and maintainability.
  • Continuous Improvement: We never settle. Our software undergoes rigorous testing and is constantly iterated upon, guaranteeing ongoing quality and responsiveness to evolving needs.
5
What cutting-edge technologies are you using to push the boundaries of what's possible?

We are skilled in the following programming languages:

  • R,
  • C,
  • C#,
  • C++,
  • Java,
  • Scala,
  • Ruby,
  • Python,
  • JavaScript (including Node.js).

Within the realm of Machine Learning and Scientific Computing, some of our favorite tools are:

  • Tensorflow,
  • PyTorch,
  • Keras,
  • OpenCV,
  • scikit-learn,
  • NumPy,
  • SciPy,
  • Pandas,
  • Jupyter Notebook.

At Jagan Solutions, we don't just utilize a diverse arsenal of programming languages (Java, Python, etc.) and popular machine learning frameworks (TensorFlow, PyTorch, etc.); we strategically select the best tools for each project to push the boundaries of what's possible. This allows us to tackle complex problems across various industries, from optimizing logistics with Genetic Algorithms to automating workflows with advanced Machine Learning models. Our focus lies on leveraging cutting-edge technology to deliver real-world solutions that empower businesses to achieve their goals.

6
Are you hiring?

Yes! We are currently looking for Machine Learning Engineers specializing in Computer Vision, NLP, and Generative AI. You can find more details in our job ad: Machine Learning Engineer. Please keep in mind that this position requires Polish language fluency.