Mahesh Kanase

Claim Genius INC

Data Scientist

June 20, 2026 – Present

query_response_generation_llama

February 5, 2024 – February 5, 2024

In this project we hosted LLAMA model with 7B parameter for response generation. Here we created a rest api which can generate a response when provided a query text.

clinical_text_classification

January 12, 2024 – February 5, 2024

Text classification with fine tuned LLM model. Bert model fine tuned on created dataset.

training-of-transformer-on-dummy-data

November 24, 2023 – November 24, 2023

Here we try to understand how transformer works and try to replicate architecture from paper published. Also we will train simple architecture on dummy dataset.

conditional_gan_sketch_color_problem

November 24, 2023 – November 24, 2023

We are creating a deep learning generative model using conditional gan, which can create a color images using sketch images provided.

Claim-Description-Classification

October 31, 2023 – October 31, 2023

This problem is NLP problem of classification type. Where we have to predict certain class using claim description given. There are two class label which are highly imbalanced and need to be handled.

NLP-Attention-English-to-Hindi-Translator

October 31, 2023 – October 31, 2023

Attention base Model to translate english text to hindi text. Attention models, also called attention mechanisms, are deep learning techniques used to provide an additional focus on a specific component. In deep learning, attention relates to focus on something in particular and note its specific importance.

Basics-of-LSTM

October 19, 2023 – October 19, 2023

LSTM is long short term memory which is advancement in RNN for long term dependency. For email response generation LSTM is used with pre defined layer and word embedding techniques.

understanding-of-LLM-Encoder-and-decoder-model-

October 19, 2023 – October 19, 2023

Text generation is one of the use case where LLM is used widely. Here text generation problem solved using encoder and decoder model with defining blocks from scratch.

Text-Classification-Using-CNN

April 22, 2023 – April 22, 2023

Text classification using Convolutional Neural Networks (CNNs) is a popular deep learning technique for natural language processing (NLP) tasks. CNNs use filters to extract features from the text, and then use these features to classify the text into predefined categories.

Claims-Feedback-Analysis

June 28, 2022 – June 28, 2022

In insurance domain retention of customer is very important. Thus feedback mail sent to customers. In order to find retention rate it is very important to do the sentimental analysis on feedbacks. Here we are using multiple NLP libraries for doing the sentimental analysis and building a classification model.