Banking (Fintech)

case study

Script Editing with LLM

The objective was to streamline the process of editing scripts for testing purposes.

LangChainGpt-3.5-instructAzure OpenAI
Natural Language Processing
Automotive
Retail
Banking (Fintech)
Manufacturing

case study

Duplicate finders

The purpose of this research is to find duplicate tickets in a ticketing system.

S-Bert
Natural Language Processing
Automotive
IT Services and Technology
Banking (Fintech)
Manufacturing

case study

Monitoring

Develop interactive dashboards where one can access the performance of ML models during training and production with ease.

MLflowPrometheusCustom exporterFilebeatPostgreSQLFilebeatLogstashElastic Search
ML Ops
IT Services and Technology
Banking (Fintech)
Manufacturing

case study

Knowledge Base Chat Assistance with LLM

Converting PyTorch (TensorFlow) models to ONNX for more efficient model inference.

LangChainChromaGpt-3.5 Azure OpenAI
Natural Language Processing
IT Services and Technology
Banking (Fintech)

case study

A solution for retail’s digital twin

Datasets Stream. Computer Vision Stream. NLP Stream.

BERTPythonCatboostTransformersHidden Markov Models
Generative AI
Retail
Banking (Fintech)

case study

Sentiment Analysis and Stock Predictions

Based on the history of the stock price and news related to a specific stock, determine the increase or decrease in the price of a particular stock..

BERT + GRUCatBoostSVCBeautiful SoupHidden Markov Models
Natural Language Processing
Banking (Fintech)