# Prathyusha Gadde

Prathyusha Gadde is a remote worker on Himalayas, Lead AI/ML Engineer at Optum Health Care Technologies, based in India.

Source: https://himalayas.app/@prathyushagadde

```text
Lead AI/ML Engineer at Optum Health Care Technologies who built a healthcare entity-resolution pipeline with over 92% precision.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 140k+ INR |
| Job categories | AI ML Engineer, Machine Learning Engineer, Data Scientist, Software Engineer |
| Skills | AWS, Python, AI, Machine Learning, Generative AI, Agentic AI, Natural Language Processing, RAG, Multi agent orchestration, Entity Resolution, Semantic Search, Fraud Detection, Credit Risk Modeling, Predictive Analytics, Big Data Engineering, Data Engineering, MLOps |

## About

```text
At Optum Health Care Technologies, I led the design and deployment of a healthcare entity-resolution and classification pipeline that processed more than 32,000 records with over 92% precision. I also developed multi-agent workflows and semantic search to support payer mapping.

I built the pipeline’s MLOps and delivery setup on AWS, using Docker and FastAPI for services and automating CI/CD with Pytest.

At Infosys Limited, I architected data science and machine learning pipelines for banking and financial clients. I developed fraud detection, transaction anomaly detection, and credit risk models, and integrated generative AI for financial summaries and risk reporting.

At Sutherland Healthcare Solutions Pvt Ltd, I developed predictive analytics models and automated ETL pipelines for healthcare claims and operational audits. My work included claims severity prediction and revenue cycle optimization, reducing manual review turnaround times by 40%.
```

## Experience

### Lead AI/ML Engineer (current)

[Optum Health Care Technologies](https://himalayas.app/companies/optum). Jun 2026 - Present

```text
Independently led the architectural design and deployment of an enterprise Hybrid AI/ML and Agentic AI pipeline for large-scale healthcare entity resolution and classification. Engineered autonomous multi-agent workflows, dense vector semantic search, and gradient-boosted ranking algorithms to process 32,000+ complex healthcare records with >92% precision.
```

Skills: Agentic-AI, LangGraph, Crew-AI, RAG, Faiss, CatBoost, scikit-learn, AWS-Sagemaker, S3, Docker, fastAPI, Pytest, Git, HIPAA

### Consultant – Senior Data Scientist

[Infosys Limited](https://himalayas.app/companies/infosys-limited). May 2024 - Jun 2026

```text
Architected distributed data science, big data, and machine learning pipelines for tier-1 financial and banking enterprise clients using PySpark, Databricks, and AWS SageMaker. Engineered high-accuracy fraud detection, transaction anomaly detection, and customer credit risk scoring models using XGBoost, CatBoost, and Scikit-learn.
```

Skills: PySpark, Databricks, AWS-Sagemaker, XGBoost, CatBoost, scikit-learn, S3, Redshift, Generative-AI, Financial-Risk-Analytics

### Data Scientist / Software Engineer

[Sutherland Healthcare Solutions Pvt Ltd](https://himalayas.app/companies/sutherland). Apr 2016 - Apr 2024

```text
Designed and deployed end-to-end predictive analytics models and automated ETL data processing pipelines for US Healthcare claims processing and operational audit automation. Developed statistical risk scoring, claims severity prediction, and revenue cycle optimization models, achieving a 40% reduction in manual review turnaround times.
```

Skills: Predictive-Analytics, ETL, PostgreSQL, MySQL, Tableau, Power-BI, Healthcare-Claims, Risk-Scoring

## Education

### Jawaharlal Nehru Technological University

Bachelor of Technology, Computer Science & Engineering

```text
Bachelor of Technology in Computer Science and Engineering from Jawaharlal Nehru Technological University.
```

## Tech stack

- Amazon Redshift
- Snowflake
- Apache Spark
- AWS Glue
- Tableau
- AWS IAM
- Google Cloud Platform
- Amazon CloudWatch
- Amazon S3
- GitHub
- SonarQube
- AWS CodePipeline
- GitHub Actions
- NumPy
- Pandas
- PySpark
- MySQL
- PostgreSQL
- Databricks
- Python
- AWS CloudTrail
- TensorFlow
- PyTorch
- MLflow
- scikit-learn
- Streamlit
- FastAPI
- AWS Lambda
- pytest
- Git
- Docker
- Amazon EMR
- SQL
- XGBoost
- SciPy
- LightGBM
- CatBoost
- LangChain
- LlamaIndex
- ChromaDB
- AutoGen
- Pinecone
- CrewAI
- Faiss
- LangGraph
- Power BI
- AWS
- REST APIs

To contact Prathyusha, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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