Open to opportunities

Aryan Patel

@aryanpatel

Message

Machine learning engineer specializing in MLOps, NLP, and computer vision.

India

Message

What I'm looking for

I seek ML/AI roles where I can build and deploy production-grade ML systems, focus on MLOps best practices, and work on NLP/vision projects in a collaborative, growth-oriented team.

I am a machine learning engineer with hands-on experience designing, fine-tuning, and deploying ML and GenAI systems that improve prediction accuracy and operational efficiency. I have implemented end-to-end MLOps pipelines, optimized ETL workflows with Spark and Delta Lake, and used MLflow for streamlined model experimentation and rollout.

My background includes building high-accuracy computer vision models (YOLOv7), fine-tuning LLMs on domain data, and developing AI agents and production-ready services using Docker, Kubernetes, LangChain, and HuggingFace. I focus on delivering measurable impact—faster runtimes, higher accuracy, and reduced manual effort—while maintaining reproducibility and scalable deployment practices.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

Credencys Solutions Inc.

Feb 2025 - Present (1 year)

Designed and fine-tuned ML models on Databricks improving prediction accuracy by ~12% and collaborated to automate preprocessing, reducing cleaning time by ~40% and accelerating model rollout by ~30%.

Databricks Spark Delta Lake MLFlow SQL Model Fine Tuning MLOps

Data Scientist (Intern)

Petpooja

Aug 2024 - Feb 2025 (6 months)

Engineered a YOLOv7 CV model achieving ~98% detection accuracy and automated OCR/NLP extraction to reduce manual entry by ~40%, while fine-tuning LLMs on 50K+ samples to raise task accuracy from 70% to 88%.

Computer Vision YOLOv7 PyTorch NLP Fine Tuned LLMs Model Evaluation