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Shanty E.

@shantyemerson

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Experienced Data Scientist

$6 USD / Hour

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United Arab Emirates (7:15 PM)

Joined on August 30, 2012

$6 USD / Hour

I am an experienced data scientist with expertise in machine learning, natural language processing, and computer vision. With hands-on experience in OCR-based data extraction, invoice and quotation processing, and email classification, I have developed and fine-tuned models using EasyOCR, pdfplumber, NLP techniques, and deep learning frameworks like TensorFlow and PyTorch. I have extensive experience working with Generative AI (GenAI) and Large Language Models (LLMs), including fine-tuning OpenAI models, BERT, and Hugging Face Transformers for various NLP applications. My expertise includes prompt engineering, model customization, and deploying AI-powered automation solutions. Additionally, I have worked with table detection models like Microsoft’s Table Transformer, automated supply chain workflows, and implemented chatbot solutions using MongoDB and FastAPI. I am also proficient in MLOps, AWS ML services, and deploying AI models with Docker. I am passionate about solving complex business problems using AI-driven solutions, optimizing data pipelines, and delivering high-accuracy models to improve efficiency. Let’s collaborate to turn data into actionable insights!

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Experience

Data Scientist

May, 2023 - Present

2 years, 11 months

Pinnacle Software Solutions llc

May, 2023 - Present

2 years, 11 months

Achieved 90% accuracy in invoice and quotation extraction using OCR, NLP, and rule-based methods. Developed email classification models for automated supplier portal responses. Implemented table detection and recognition using Microsoft’s Table Transformer. Worked with YOLOv8, BERT, Hugging Face Transformers, and fine-tuned LLMs & OpenAI models for NLP. Built an AI chatbot using MongoDB, Keras & TensorFlow. Skilled in computer vision preprocessing, MLOps, FastAPI, and Docker.

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Trivandrum, India

May, 2023 - Present

2 years, 11 months

Associate Data Scientist

May, 2022 - May, 2023

1 year

Happiest Minds Technologies Limited

May, 2022 - May, 2023

1 year

Developed ML models & automation for the automobile/manufacturing industry, analyzing structured & unstructured data for insights. Experienced in statistical analysis, deep learning, and AWS ML services, designing MLOps workflows for model deployment & monitoring. Researched and integrated AWS solutions to optimize client models. Managed and enhanced IT Helpdesk chatbots, analyzing conversations, updating intents/entities, and conducting training for continuous improvement.

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Bengaluru, India

May, 2022 - May, 2023

1 year

Education

PGDM in Datascience, Machine Learning and neural network

2022 - 2023

1 year

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India

2022 - 2023

1 year

Government Engineering College

2008 - 2012

4 years

BTECH in ECE

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India

2008 - 2012

4 years

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