Projects

FlowPandas is an AI BI analyst microservice that allows users to interact with their reports through a chat interface to generate BI insights. The microservice provides text explanations, tables of the data, and visualizations. It connects to an API that supplies JSON data for analysis.

A full-stack web application assists quality auditors by analyzing support agent calls. It uses the Whisper ASR model to transcribe calls, detects silence gaps, and performs text analysis to flag inappropriate language. The Mistral LLM summarizes calls and evaluates them against predefined criteria to generate a call score. The app integrates with ticketing systems like Zendesk and TeamSupport for real-time ticket updates and supports real-time processing and analysis with deployed ASR and LLM models.

AI Support Helper is a microservice integrated with the Teamsupport ticketing system to track new tickets created by clients. It generates possible fixes for tickets and provides outage notifications if a matching outage article is found. The microservice searches for ticket information in a vector database that is updated periodically to ensure its knowledge remains current.

DocChat is a Retrieval-Augmented Generation (RAG) microservice that enables users to interact with documentation. It keeps track of all the content within PDF pages, including text, page numbers, images, categories, and subcategories. This microservice allows for efficient and accurate information retrieval during chats with documentation.

Backlog Classifier is a tool designed to organize backlog tickets by classifying them into clusters based on their embeddings. It then generates a title for each cluster using a Large Language Model (LLM), streamlining the management and prioritization of tickets.

Tendering App is a full-stack application designed to facilitate the tendering process. It allows contractors, consultants, and suppliers to apply to clients' tenders, which can then be managed by software admins. The app includes an admin page to control all aspects of the application, ensuring efficient and streamlined tender management.