Chris Rahmé

Implify

• Developeed a GWT Java application to manipulate and query a MySQL database, respecting the database schema and logic to ensure data integrity while pushing and pulling data.

• Designed and implemented MySQL database schemas, ensuring carefully planned table structures, optimized relationships, and adherence to best practices.

• Built a pretty, responsive, user-friendly interface for seamless queries and interaction with the underlying workflows.

• Rebuilt the website's codebase entirely from scratch.

• Designed and implemented a custom Drupal theme, ensuring it adhered to the university's branding guidelines and provided a modern, user-friendly interface.

• Created and tested key functionalities, improving overall usability and design consistency.

• Optimized the website's performance by re-thinking its JavaScript code.

• Optimized the website's administrative and development processess by making use of the content management system.

• Designed and developed comprehensive astronomy programs and courses tailored for two students groups.

• Taught a diverse range of topics, from foundational concepts like the planets to advanced subjects such as alien life and cosmology.

• Tailored teaching materials to suit various age groups and learning levels, progressing from simple to complex topics.

• Facilitated engaging learning experiences through live demonstrations, hands-on activities, and quizzes.

• Guided students in creating and presenting astronomy projects or introducing new topics at the end of each semester.

• Provided personalized guidance to ensure each student had a positive and enriching learning experience.

Synergi

• Enhanced an existing call center web application, with a focus on the call recording module.

• Extended the core functionality of the application and redesigned key features to optimize performance and user experience.

• Deployed the application to client servers and provided ongoing maintenance and support.

Synergi SER

• Developed a series of speech emotion recognition AI models for sentiment analysis of multilingual call recordings for Synergi Call Recording.

• Delivered insights through visualizations, including per-speaker emotion charts to track sentiment changes throughout the conversation and a global emotion rating.

MindForge

• Conceptualized and developed a web application offering easy and flexible tools for data science, data analytics, and machine learning workflows, enabling technical and non-technical users to rapidly build and deploy AI models in collaboration with other users.

PayLink

• Developed a secure payment portal that links banks to the Ministry of Finance, ensuring seamless transactions and data exchanges.

AtriPulse Next

• Developed a comprehensive call center solution featuring mutli-vendor call recording, live wallboards, analytics, and additional advanced functionalities.

AtriPulse Next Call Intelligence

• Designed and implemented an AI-powered module for AtriPulse Call Recording capable of multilingual audio transcription, translation, summarization, per-speaker per-sentence sentiment analysis, keyword extraction, and other advanced language processing tasks.

AtriPulse

• Provided technical support, deployment, maintenance, and bug fixes for the AtriPulse call center solution, ensuring smooth operations and functionality.

AtriBot Chatbots

• Created and deployed AI-powered NLP chatbots equipped with webchat and administrative interfaces, custom-built as per client needs and requirements, integrated with other systems, and deployed to client servers.

MindForge

• Improved this AI-builder web application that I developed at Data Consult.

• Depolyed the application to client servers.

Miscellaneous Projects

• Developed and delivered smaller-scale projects and applications to meet specific client or organizational needs.

Planning & Innovation

• Actively participated in discussions and brainstorming sessions to generate innovative ideas for potential projects and solutions.

• Collaborated with cross-functional teams to define requirements, explore case studies, and design software and hardware architectures.

• Wrote technical documentation and provided presentations to present project ideas and concepts to clients and stakeholders.

Internship Mentorship

• Mentored interns by defining their project scopes, setting clear objectives, and providing continuous guidance and constructive feedback.

Career Development & Certifications

• Worked on my career development by learning new skills, expanding my knowledge, and participating in professional development programs.

Payload Data Portal

• Worked on an AI & Big Data map visualization platform that aggregates and analyzes data about a country's infrastructure, natural features, traffic & vehicles, etc. from multiple sources.

• The platform uses clustering AI models to recommend optimal locations for the deployment of new infrastructure and services, balancing profitability and risk according to each region's environment.

Nemo

• Search: Worked on and deployed multiple RAG chatbot solutions for document search and question answering, with Google Drive and/or Website crawlers as data sources.

• Docs: Worked on the implementation of an LLM-powered summarization module that generates summaries of text, documents, or webpages.

• Timeline: Designed and implemented an LLM-powered module that extracts and organizes key events, people, and locations from documents into structured timelines.

• Audio: Created a set of audio utility tools such as signal processing denoising, ML denoising and enhancement, analysis, and activity detection.

• Transcription: Designed and implemented an AI-powered module for multilingual audio transcription and diarization, with LLM-powered transformations such as summarization, categorization, and tag extraction.

• Live Transcription: Extended Nemo Audio to support multi-session real-time call transcription, using audio packets sent over WebSockets and WebRTC connections via a Go-based gateway, along with metrics and monitoring.

Misc. LLM-based Projects

• Developed an LLM-powered solution that rates a website's AI-SEO performance by checking the HTML structure, content readability, etc., comparing with competitors and providing improvement suggestions.

• Developed multiple LLM-powered database fillers, including an agent that completes a webshop's catalog by searching for missing product information online, or an agent that categorizes companies into industries.

• Developed an agentic DevOps assistant with access to GitHub, Notion, Linear, AWS CloudWatch, etc. to monitor, identify, and resolve issues in deployed applications.

Misc. AI Projects

• Developed a pipeline for intruder detection and face recognition in live surveillance camera footage using various pre-trained and custom models.

DevOps

• Build CI/CD pipelines for automated testing and deployment of applications.

• Create Grafana dashboards for monitoring deployed applications and services.