YP

Looking for a job

Yamuna poonuru

@yamunapoonuru

I build production GenAI, RAG, and ML systems for regulated industries.

At US Bank, I build enterprise agentic AI and RAG systems for investment research, compliance, fraud detection, and document processing. My work reduced analyst research time by 55%, served 15K+ daily compliance queries, and improved fraud identification across $2B+ in daily transactions.

Previously at NYU Langone Health, I developed HIPAA-compliant clinical AI workflows, clinical NLP, readmission prediction, medical imaging, and reliable ML inference systems. I helped reduce manual chart review by 45%, improved guideline adherence by 25%, and supported clinical decision tools with 99.9% uptime.

Across Accenture, Barclays, Almug Technologies, and eBay, I’ve delivered credit-risk, fraud, recommendation, NLP, and large-scale data solutions. I pair LangChain, LangGraph, PyTorch, Hugging Face, cloud platforms, and MLOps with governance, evaluation, and monitoring practices built for production.

Experience

Work history, roles, and key accomplishments

UB

Current

Senior AI/ML Engineer

Current

Jun 2025 - Present (1 year 3 months)

Architected enterprise-scale agentic AI systems and RAG pipelines for financial research, reducing analyst time by 55% and improving accuracy by 32%. Led MLOps modernization and fine-tuned LLMs for domain-specific tasks.

LangGraph Crew AI Lang Chain GPT 4 Pinecone PyTorch Hugging Face LoRAs QLoRA PEFT VLLM Kubernetes MLFlow Docker GitHub Actions Prometheus Grafana SHAP LIME LayoutLM fastAPI Kafka

NH

AI/ML Engineer

NYU Langone Health

May 2024 - May 2025 (1 year)

Developed clinical NLP models and HIPAA-compliant agentic workflows, improving guideline adherence by 25% and reducing chart review time by 45%. Built readmission prediction and medical image classification models.

BioBERT Med PaLM Lang Chain Azure Cognitive Search XGBoost LightGBM PySpark Airflow fastAPI Kafka AKS ResNet EfficientNet WhyLabs Evidently AI Azure ML

AC

Application Development Senior Analyst (AI/ML)

Jun 2022 - Jul 2023 (1 year 1 month)

Developed credit risk and customer segmentation models, improving approval accuracy by 19% and campaign conversion by 23%. Engineered scalable ETL workflows and applied NLP for regulatory reporting.

XGBoost LightGBM K Means DBSCAN PCA Spark PySpark BERT Transformers ARIMA Prophet LSTM GNN

AT

Member of Technical Staff (ML Engineer)

Almug Technologies

Jul 2018 - May 2022 (3 years 10 months)

Developed product recommendation and fraud detection models, increasing cross-sell conversion by 15% and reducing revenue leakage by 18%. Built NLP pipelines and automated model deployment with monitoring.

Collaborative Filtering Deep Learning LightGBM XGBoost Isolation Forest SpaCy Transformers Apache Spark Hive PySpark Docker CI CD MLFlow

Education

Degrees, certifications, and relevant coursework

WU

Webster University

Master's, Information Technology Management

2023 - 2025

Pursued a Master's in Information Technology Management, focusing on advanced IT and management skills.

VE

Vishwa Bharathi College of Engineering

Bachelor of Technology, Computer Science and Engineering

Earned a Bachelor of Technology in Computer Science and Engineering, graduating in 2018.

AW

AWS

AWS Certified Machine Learning – Specialty, Machine Learning

Certified as AWS Certified Machine Learning – Specialty.

GC

Google Cloud

Google Cloud Professional Machine Learning Engineer, Machine Learning

Certified as Google Cloud Professional Machine Learning Engineer.

MI

Microsoft

Microsoft Certified: Azure AI Engineer Associate (AI-102), Artificial Intelligence

Certified as Microsoft Certified: Azure AI Engineer Associate (AI-102).

DA

Databricks

Databricks Certified Machine Learning Professional, Machine Learning

Certified as Databricks Certified Machine Learning Professional.

DE

DeepLearning.AI

Generative AI with Large Language Models, Generative AI

Completed the Generative AI with Large Language Models course.

Availability

Looking for a job

Location

United States

Authorized to work in

Salary expectations

210k+ INR

Social media

Job categories

AI ML Engineer Machine Learning Engineer Generative AI Engineer MLOps Engineer Data Scientist

Skills

Python SQL R Java Scala C++Go BASH JavaScript TypeScript PyTorch TensorFlow Jax scikit learn Hugging Face Transformers XGBoost LightGBM OpenCV SpaCy NLTK Lang Chain LangGraph Crew AI AutoGen RAG Agentic AI LoRAs QLoRA PEFT Prompt Engineering Fine Tuning GPT 4 Claude LLaMA Mistral Amazon Bedrock VLLM Model Context Protocol Transformers BERT Embeddings Named Entity Recognition Text Classification Summarization Reranking Pinecone ChromaDB Faiss Weaviate Hybrid Search MLFlow Amazon SageMaker Pipelines Vertex AI Kubeflow Airflow Weights Biases DVC BentoML Feature Stores Model Registry Apache Spark PySpark Kafka Databricks Redis Snowflake Clickhouse Hive Delta Lake Elasticsearch AWS Sagemaker AWS Lambda AWS ECS S3 Amazon EMR GCP Google Kubernetes Engine BigQuery Azure Azure ML Studio Azure Cognitive Search Azure Kubernetes Service Docker Kubernetes Terraform GitHub Actions Jenkins CI CD fastAPI gRPC Microservices Prometheus Grafana WhyLabs Evidently AI OpenTelemetry ELK Stack Datadog Tableau Power BI Streamlit Dash Plotly graph neural networks SHAP LIME BioBERT Med PaLM BM25 ResNet EfficientNet K Means DBSCAN PCA ARIMA Prophet LSTM Isolation Forest Collaborative Filtering Ragas RLHF

Interested in hiring Yamuna?

You can contact Yamuna and 90k+ other talented remote workers on Himalayas.

People also viewed

View all talent

Get matched with your dream remote job

Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!