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Intetics Inc, a leading global technology company providing custom software application development, distributed professional teams, software product quality assessment, and "all-things-digital" solutions, is seeking a talented Senior ML Engineer to join our team.
Objective: This project aims to develop a chatbot platform that serves as a centralized, trusted source of information for communities affected by the crisis in Ukraine. The chatbot will deliver critical, harmonized messages on humanitarian assistance, including details on cash and in-kind aid, fraud prevention, and contact information for relevant organizations.
Key Features:
Impact: This chatbot will enhance access to humanitarian aid information for Ukrainians, supporting transparency, fraud prevention, and efficient resource navigation, and will play a vital role in the humanitarian response led by the Emergency Telecommunications Cluster (ETC) and partners.
Responsibilities:
Chatbot Development and Architecture:
Objective: This project aims to develop a chatbot platform that serves as a centralized, trusted source of information for communities affected by the crisis in Ukraine. The chatbot will deliver critical, harmonized messages on humanitarian assistance, including details on cash and in-kind aid, fraud prevention, and contact information for relevant organizations.
Key Features:
- Information Hub: The chatbot will provide affected individuals with access to essential information regarding humanitarian assistance options and resources, available on popular platforms — Telegram and Viber
- User-Centric Design: Built to support both Ukrainian and English languages, the chatbot will include accessibility features for users with disabilities and will cater to a diverse audience, targeting up to 200,000 users in the first year
- Scalability and Security: Hosted on a secure, scalable cloud infrastructure, the platform will implement robust security measures to protect user interactions and data
- Content Management System (CMS): A custom CMS will enable non-technical staff to manage and update content, ensuring the chatbot remains current and relevant
- Analytics and Monitoring: The platform will include a dashboard to monitor usage and user engagement, allowing continuous optimization based on real-time data
Impact: This chatbot will enhance access to humanitarian aid information for Ukrainians, supporting transparency, fraud prevention, and efficient resource navigation, and will play a vital role in the humanitarian response led by the Emergency Telecommunications Cluster (ETC) and partners.
Responsibilities:
Chatbot Development and Architecture:
- Design and implement a secure chatbot platform using Django (Python) or Node.js, ensuring scalability to support 200,000 users
- Develop a one-way communication interface tailored for efficient information dissemination and anti-fraud messaging
- Ensure compliance with WFP and humanitarian principles and guidelines, focusing on a user-friendly, accessible interface
- Create a chatbot interface that is intuitive, accessible, and inclusive of users with disabilities (e.g., voice speaker options, and special text)
- Implement language support for Ukrainian and English, ensuring localization and context relevance for Ukrainian users
- Provide options for text and voice interaction to accommodate different user needs and preferences
- Set up and manage a scalable PostgreSQL database hosted on AWS, with automated backup and disaster recovery
- Optimize the backend to handle high traffic, monitor performance, and integrate an analytics dashboard to track user behavior and chatbot effectiveness
- Implement robust security measures, including data encryption (AES-256), role-based access control (RBAC) to CMS, and multi-factor authentication (MFA) to CMS
- Ensure secure API integration with Telegram and Viber for messaging, implementing rate limiting and DDoS protection
- Integrate with Telegram and Viber APIs to facilitate platform accessibility and efficient information sharing
- Implement Google TTS or similar services for voice responses to enhance accessibility for users who may prefer audio content
- Develop a CMS with a user-friendly, WYSIWYG interface, allowing non-technical staff to manage content without altering the system code
- Set up role-based access control within the CMS to limit content updates to authorized personnel only
- Set up real-time monitoring using AWS CloudWatch, tracking system performance, user interactions, and traffic patterns
- Develop an analytical dashboard to track user behavior, chatbot interactions, and key metrics, integrating insights for potential future database integration
- Define and execute testing phases, including user acceptance and bug resolution
- Develop a demo and assist in the rollout process, implementing updates and improvements based on user feedback and analytics
- Provide training for super users on content management and dashboard usage
- Offer ongoing support for maintenance, ensuring regular updates and adjustments to meet user needs
- Technical Skills: Expertise in Django or Node.js, PostgreSQL, AWS, Docker, API integration (Telegram, Viber), and Google TTS
- Security Expertise: Strong knowledge of secure coding practices, encryption, and access control mechanisms
- Project Management: Proven ability to independently manage the end-to-end project, meeting milestones within a 6-month timeline
- Communication Skills: Excellent documentation and training capabilities to support non-technical users
Key Skills
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- Posted
- Nov 13, 2024
- Type
- Full-time
- Level
- Entry
- Location
- Poland
- Company
- Intetics
Industries
Non-profit Organizations
Primary
Secondary Education
Categories
Engineering
Information Technology
Related Jobs
3 roles aligned with this opportunity
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