Sure N
Actively looking for W2 full time opportunities - Machine Learning Engineer || AI Engineer || ML Ops || Data Scientist || Data Engineer
- Role
- Ml Engineer at PTC
- Location
- Houston, TX, US
- LinkedIn followers
- 500 followers
About Sure N
Applied AI/ML Engineer with 5+ years of experience building end-to-end machine learning…
Experience
Ml Engineer
Feb 2025 — Present · US
Engineered and optimized large-scale data processing solutions using a combination of Apache Spark (PySpark) and the Databricksplatform, reducing data preparation time by 30%.•Developed and fine-tuned a variety of predictive models and deep learning networks with Scikit-learn, XGBoost, and PyTorch,achieving a 95% accuracy on validation datasets.•Architected and managed scalable ML environments using Docker and Kubernetes to containerize and orchestrate models forefficient resource utilization during training and inference.•Deployed and managed trained models as containerized REST APIs using AWS SageMaker, reducing model serving latency by 25%and ensuring high availability.•Established and maintained comprehensive model monitoring practices by utilizing AWS CloudWatch to proactively trackperformance, increasing predictive reliability by 20%.•Spearheaded the development of a suite of Generative AI solutions using advanced LLMs and Hugging Face Transformers to improveinternal knowledge retrieval and content automation for all internal teams.
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