Portfolio Categories: Generative AI

Building AI to drive B2B marketing through the Integration of Content Intelligence, Recommendation and Conversational Agents

alt="Invoice to Contract Reconciliation optimization using Vision, NLP and RAG"

Building AI to drive B2B marketing through the Integration of Content Intelligence, Recommendation and Conversational Agents The Challenge A leading SaaS platform for B2B marketing in the US, aims to nurture prospects, improve content performance by delivering intelligent content experiences and virtual events across the buyer’s journey and improve win rates. Tatras Data was asked […]

A LLM based customer service tool in complex engineering environments

alt="A person typing on a laptop with a futuristic digital chatbot interface displayed, showcasing AI-powered customer support with messaging and contact options."

A LLM based customer service tool in complex engineering environments The Challenge World’s leading specialist in water treatment needs to unlock the knowledge within a large repository of technical specifications, user manuals and product sheets to support their customers and customer service representatives/account managers in supporting issues with a customer installations. The objective is to […]

Chatbot optimization for college student questions with LLM

alt="A person typing on a laptop with a futuristic digital chatbot interface displayed, showcasing AI-powered customer support with messaging and contact options."

Chatbot optimization for college student questions with LLM The Challenge To design a scalable retrieval bot capable of efficiently answering a wide range of student questions from a database. It involved training custom models to ensure high accuracy and relevance, while also managing the complexities of deployment on AWS SageMaker. Ensuring the system could handle […]

Digital Document Processing using Vision and NLP

alt="Student wearing virtual reality headset in a classroom setting. Other students with VR headsets visible in the background, suggesting an educational VR learning experience in a modern classroom environment."

Digital Document Processing using Vision and NLP The Challenge An American corporation, specializing in the sale of printing hardware and digital document products and services in over 160 countries, aims to develop comprehensive Intelligent Document Processing (IDP) solutions as microservices. The primary challenge involves the automatic identification of document types and the structured extraction of […]

Country Financial investment selection using LLM based SQL Generation and RAG

alt="A software developer working on a laptop with multiple monitors displaying lines of code, in a collaborative office environment with other programmers in the background."

Country Financial investment selection using LLM based SQL Generation and RAG The Challenge A financial research platform sought to develop a solution for processing large-scale financial reports and economic documents to forecast various country specific macro economic factors, along with conducting sentiment analysis on the forecasts. Additionally, they required the development of a chatbot capable […]

NLP based Market Analysis and Matchmaking between Suppliers and Government Demand

alt="A robotic hand interacting with a futuristic digital interface featuring artificial intelligence (AI) icons, automation symbols, and neural network graphics on a glowing blue background."

NLP based Market Analysis using ML and Data Analytics The Challenge A US-based organization is developing a platform for federal government supply and demand market analysis, aimed at streamlining the procurement recommendation process. The platform is designed to meet the diverse expectations of stakeholders such as government procurers, government primes and venture capitalists (VCs), while […]

Candidate Ranking optimization leveraging Candidate Resume and Job Description using Neural Networks

alt="A software developer working on a laptop with multiple monitors displaying lines of code, in a collaborative office environment with other programmers in the background."

Candidate Ranking optimization leveraging Candidate Resume and Job Description using Neural Networks The Challenge In 2021-22, an HRTech client sought a recruitment assistance solution designed to parse resumes, rank candidates according to job descriptions, and extract key insights from interview transcripts. Tatras delivered a comprehensive backend solution addressing all these needs, utilizing classical Computer Vision, […]

Reducing Errors & Manual Interaction in Document Management Using ML/NLP

alt="A robotic hand interacting with a futuristic digital interface featuring artificial intelligence (AI) icons, automation symbols, and neural network graphics on a glowing blue background."

Reducing Errors & Manual Effort in Document Processing Using Vision and NLP The Challenge A real-estate technology firm had implemented a less efficient, semi-automated process to match and map data from a multitude of inspection reports with various formats, to an estimate for works needed. This process was time-consuming, error prone and expensive. Tatras was […]