ArchiDigital Software Projects
3 tags:
Meta Description: AI-driven solution for optimizing port operations by analyzing truck flow in real-time, improving efficiency, reducing delays, and enabling data-driven decision-making.
Tags: AI and Machine Learning
Description: In the intricate world of port operations, safety and efficiency reign supreme. We developed an AI-powered solution for a marine terminal, processing live video feeds to identify potential hazards and immediately notify relevant personnel, ensuring top-notch safety standards.
Location: Romania
Industry: Logistics
Solution: ML, Data Analytics
Engagement model: Solution Based
Key Technologies: CCTV, Python,PyTorch, Streamlit, MongoDB
Challenge:
In the complex and often hazardous environment of port operations, ensuring safety is paramount. With this in mind, our data team embarked on a mission to develop a Proof of Concept (PoC) that would automate port operations and significantly heighten safety levels.
This endeavor aimed to process real-time video feeds, employing Machine Learning (ML) models to keenly analyze the positioning and movement of individuals, thereby promptly notifying relevant personnel of potential hazards.
Solution:
The infrastructure for this innovative solution harnesses CCTV cameras, which continually relay video feeds via FFMPEG. The proprietary ML models developed by us, are meticulously designed to detect not just the presence of an individual, but also their exact positioning, movements, and even safety gear. The system can identify if an individual is approaching a danger or hazardous zone and check whether they are donning safety vests or helmets, crucial attire in such environments.
Beyond immediate safety measures, the system also offers extended analytics, like evaluating the time a truck spends within the port terminal. This insightful data can be instrumental in comprehending challenges associated with loading operations and highlighting areas ripe for improvement.
Results:
The result is a pioneering application tailored for the modern port, aiming to automate crucial aspects of inland operations while placing a premium on safety. With its real-time monitoring and immediate alert system, the risks associated with cargo lifting, heavy machinery movement, and other hazardous tasks are substantially mitigated.
By ensuring operators and staff are promptly alerted when entering risky zones without adequate safety gear, the application promotes a culture of safety and precaution. Our Smart Marine Terminal application is a testament to how cutting-edge technology can be leveraged to create safer, more efficient working environments.
2.Chatbot for Marine Tracking App
Meta Description: Navigate easily with our AI-powered chatbot for marine tracking, providing user-friendly self-service and enhanced information access.
Tags: Custom Software Development
Location: UK, Hong Kong
Industry: Logistics
Solution: ChatBot
Engagement model: Solution Based
Key Technologies: C#, .Net, Azure AI Components
Description: To accentuate user interactions for a Global Forwarding company, we harnessed the capabilities of Azure AI Components to develop a responsive chatbot. This AI-driven assistant streamlined user queries, enhancing their experience on the company's tracking and billing application.
Challenge:
A leading Global Forwarding company approached us with a distinct need: the creation of an intelligent chatbot focused on self-service and exceptional graphic design. With the ever-evolving digital landscape, it was imperative for the client to provide users with an intuitive and efficient means of accessing information without being overwhelmed.
Solution:
Leveraging the advanced capabilities of Azure AI Components, our team undertook the task of developing the chatbot. Our machine learning engineer meticulously trained the chatbot, familiarizing it with potential user queries to ensure the most accurate and relevant responses were delivered. This training ensures that the chatbot is adept at understanding user needs and provides instantaneous, accurate answers, making user interactions smooth and productive.
Results:
The introduction of the ChatBot marks a significant enhancement to the company's tracking and billing application. Serving as an interactive guide, the chatbot facilitates users in effortlessly navigating the platform, accessing vital information, and ensuring they aren't overwhelmed by extensive data sets. By prioritizing self-service, the chatbot fosters user independence and confidence, streamlining their experience and ensuring the platform is user-friendly and efficient. This innovation underscores our commitment to leveraging cutting-edge technology to deliver solutions that enhance user experiences and business operations.
3.Elastic Search for Global Forwarding Company
Meta Description: Efficiently manage meeting transcripts with our Elastic Search tool, swiftly pinpointing key topics using advanced machine learning.
Tags: Custom Software Development
Description: Drowning in extensive video transcripts from marathon meetings, a Global Forwarding company required an efficient search solution. We innovated by leveraging Elastic Search combined with machine learning, ensuring rapid and precise pinpointing of key topics within the transcripts, saving precious time and effort.
Location: UK, Hong Kong
Industry: Logistics
Solution: AI, Elastic search
Engagement model: Solution Based
Key Technologies: AI, Elastic search, Apache, React TypeScript, Google Bucket
Challenge:
The leadership team of the Global Forwarding company often found themselves in prolonged meetings, generating extensive video transcripts. The sheer volume of these transcripts posed a challenge when attempting to search for specific subjects or topics of discussion. The company sought an efficient mechanism to swiftly locate key subjects within the video transcripts using elastic search.
Solution:
In response, we devised a state-of-the-art tool, developed prior to the release of ChatGPT. This tool first analyzes video content to generate a comprehensive transcript. Leveraging the power of Elastic Search combined with machine learning, the tool was trained to swiftly identify and pinpoint subjects related to specific topics within these transcripts. This integration of Elastic Search with ML capabilities ensured that the search process was both dynamic and accurate.
Results:
The outcome was a transformative tool that significantly minimized the time spent searching through extensive transcripts. With the trained machine learning algorithms at its core, the tool rapidly and efficiently locates the necessary information, allowing management to quickly reference specific discussions and decisions. This solution not only optimized the company's approach to information retrieval but also showcased the potential of integrating Elastic Search with machine learning in streamlining business processes.
4.Enhancing Server Administration through AI-Driven Analysis and Documentation Integration
Meta Description: Optimize UK server admin with our AI analysis and doc integration, enhancing IT and forwarding operations with Talend, C#, SQL, and real-time alerts.
Tags: Custom Software Development, Automated Testing
Description:
Our project with a server administration company in the UK involved addressing a critical issue: the lack of comprehensive documentation following the departure of a senior developer. This gap posed significant challenges in understanding the existing system architecture and functionality.
Location: UK
Industry: IT, Global Forwarding
Solution: Integration, Data Manipulation, Data Load
Engagement model: Staff augmentation
Key Technologies: Talend, C#, SQL
Challenge:
The primary challenge was to fill the documentation void to ensure continuity and clarity in the server administration processes. This task was crucial for maintaining and enhancing the system's efficiency and reliability.
Solution:
We approached this challenge by integrating AI technology to decipher the system's architecture and functionality. This innovative solution facilitated a deeper understanding of the existing systems without relying on legacy documentation. Additionally, we implemented a server notification system, seamlessly integrated with Slack and email, which could be configured by the admin or through the platform.
This system was designed to provide real-time alerts and updates, enhancing the responsiveness of the server administration team. Another significant aspect of the project was the Windows installation over a network using PXE, streamlining the deployment process. Lastly, we conducted a thorough study and analysis of an open-source billing application, laying the groundwork for its future integration into the company’s systems.
Result:
The integration of AI for analysis and documentation, along with the implementation of the notification system and network-based Windows installation, significantly improved the company's server administration processes.
Our solution, developed using Talend, C#, and SQL, under the staff augmentation engagement model, enabled the company to overcome the challenges posed by the absence of adequate documentation and modernize their server management approach. The preparatory work for the billing app's integration further set the stage for enhanced operational capabilities in the future.
5. Machine Learning for 3D Object Detection