Sobiya D

Sobiya D

Data analyst
India

About Me

Data analyst with 2 years of relevant experience mostly solving Natural Language Processing (NLP) and Deep Learning related use cases. Developed classification models to the News Articles Multiclass Classification at Int…

Experience

Junior Consultant

Mobius
Apr 2022 - Present · 4 years 2 months

Data analyst with 2 years of relevant experience mostly solving Natural
Language Processing (NLP) and Deep Learning related use cases.
 Developed classification models to the News Articles Multiclass Classification
at Intelcues.ai employing advanced NLP and ML techniques.
 Created efficient solutions for automated data extraction, consistently improving
workflows.
 Explored and used different language models for natural language processing and
attribute extraction, building a strong understanding.

ML Engineer

Techmobius
Apr 2022 - Present · 4 years 3 months

Worked on various document understanding and information extraction use cases.
Hands-on experience in working with Large Language Models (LLMs) and Prompt engineering for attribute extraction use cases.
Engaged in OCR-related projects, specifically focusing on table data extraction using transformer models.

Data analyst intern

DataDotz Technology Solutions
Feb 2022 - May 2022 · 3 months

Worked in Enterprise Data Analytics for Partner Finance during internship, developing systems for efficient financial data collection and storage.
This contributed to a Big Data project and enhanced the assessment of loan eligibility through improved handling of financial data.
Gained hands-on experience in real-time data transformation and ETL (Extract, Transform, Load) pipeline.

Skills

Business Expansion Risk Assessment Techniques Client Relationships Data Gathering Python Scikit-learn Pandas NumPy NLTK SpaCy PyTorch Tensorflow LayoutLMv3 Streamlit Tableau GPT Llama2 Mistral Langchain Neo4j GraphCypherQAChain Rasa PaddlePaddle PPOCRLabel EasyOCR OCR ETL Prompt engineering Large Language Models Natural Language Processing Deep Learning Machine Learning Document understanding Information extraction Attribute extraction Data transformation Data analytics Big Data Data labeling
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