Neha Singh
Bangalore
Summary
Data Scientist with 2+ years of experience building AI-driven document intelligence systems using LLMs, OCR, and NLP. Skilled in automating healthcare document processing with end-to-end ML pipelines to improve accuracy and reduce manual effort. Strong in Python, Azure OpenAI, Amazon Textract, and applied machine learning for real-world impact.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Data Analyst
Sagility Healthcare
Bangalore
07.2025 - Current
- Designed and implemented Generative AI–driven document intelligence systems, leveraging OpenAI LLMs, NLP models, and prompt engineering to automate complex healthcare document understanding.
- Engineered AI-driven document processing workflows for healthcare claims, integrating Azure AI APIs, OCR outputs, and LLM/NLP models to automatically extract, validate, and structure claim data for downstream systems.
- Developed NLP-based classification and information extraction models to improve document routing, accuracy, and downstream automation workflows.
- Built robust image processing and OCR pipelines using Amazon Textract to extract, normalize, and validate structured data from unstructured medical documents at scale.
Data Scientist
Expat Orbit LLP
09.2024 - 05.2025
- Analyze and automate data collection processes using Python, Selenium, and web scraping techniques to efficiently manage large datasets.
- Design and implement RESTful APIs using JSON and Postman to facilitate seamless data exchange and enhance system interoperability.
- Manage and optimise PostgreSQL databases to ensure efficient querying and maintain the integrity of large-scale data.
- Provide actionable insights through impactful data visualization and collaborate with cross-functional teams to support strategic decision-making.
- Built custom tools and scripts for data extraction, transformation, and reporting to streamline workflows.
- Delivered data-driven insights that led to a 20% increase in project success rates by leveraging advanced analytics techniques.
Quality Analyst
Ladder Media
08.2023 - 08.2024
- Conduct thorough data analysis to identify and resolve discrepancies, ensuring data integrity and accuracy.
- Document data analysis processes and findings, ensuring transparency and reproducibility of results.
- Monitor and maintain data quality by regularly performing data validation and cleaning tasks.
Data Analytics
Mentored Minds
- Performed data cleaning, preprocessing, and exploratory analysis using Python and Excel to derive insights from raw datasets.
Data Analytics Trainee
MedTourEasy
- Assisted in data validation, transformation, and dashboard preparation to deliver accurate and reliable insights.
Education
Bachelor of Science - Data Science
Indian Institute of Technology
MadrasBachelor in Technology - Electronics & Communication Engineering
Uttar Pradesh Technical University
Uttar PradeshSkills
Programming
- Python, UV Package Manager, data structures, OOP
Generative AI and LLMs
- OpenAI API, Azure OpenAI, Azure AI Studio, prompt engineering, prompt optimization
Machine Learning
- Machine learning, supervised and unsupervised learning, model training, model evaluation, deep learning
NLP and deep learning
- NLP, text classification, information extraction, deep learning
Computer vision and OCR
- OCR, Amazon Textract, image processing, document understanding
Healthcare document AI
- Healthcare claims processing, document automation, data validation
Data Science & Analytics
- Pandas, NumPy, Scikit-learn, feature engineering, model evaluation
Certification
- Data Science Course - Internshala
- Programming with Python - Internshala
- Python for Data Science - NPTEL
- Machine Learning - Internshala
Timeline
Data Analyst
Sagility Healthcare
07.2025 - Current
Data Scientist
Expat Orbit LLP
09.2024 - 05.2025
Quality Analyst
Ladder Media
08.2023 - 08.2024
Data Analytics
Mentored Minds
Data Analytics Trainee
MedTourEasy
Bachelor of Science - Data Science
Indian Institute of Technology
Bachelor in Technology - Electronics & Communication Engineering
Uttar Pradesh Technical University