Senior AIML Engineer @ Madurai
Python
Deep Learning
Amazon Web Services (AWS)
Machine Learning (ML)Role : AIML Engineer
Location : Madurai
Experience : 5 to 10 Yrs
Mandatory Skills : AIML, Python, SQL, ML Models, PyTorch, Pandas, Docker, AWS
Language: Python
DBs : SQL
Core Libraries:
Time Series & Forecasting: pmdarima, statsmodels, Prophet, GluonTS, NeuralProphet
SOTA ML : ML Models, Boosting & Ensemble models etc.
Explainability : Shap / Lime
Required skills:
- Deep Learning: PyTorch, PyTorch Forecasting,
- Data Processing: Pandas, NumPy, Polars (optional), PySpark
- Hyperparameter Tuning: Optuna, Amazon SageMaker Automatic Model Tuning
- Deployment & MLOps: Batch & Realtime with API endpoints, MLFlow
- Serving: TorchServe, Sagemaker endpoints / batch
- Containerization: Docker
- Orchestration & Pipelines: AWS Step Functions, AWS SageMaker Pipelines
AWS Services:
- SageMaker (Training, Inference, Tuning)
- S3 (Data Storage)
- CloudWatch (Monitoring)
- Lambda (Trigger-based Inference)
- ECR, ECS or Fargate (Container Hosting)
Shubham Vishwakarma
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About Techmango Technology Services Private Limited
About
Founded in 2014, Techmango Technology Services (TTS) is a dynamic IT services and AI consulting company that has steadily expanded into a robust organization with a team of over 250 highly skilled professionals. A NASSCOM Partnered and CMMi Level 3 initiated Madurai-based IT company, with a difference. As a client centered and quality conscious IT company, we offer a wide spectrum of technology services and solutions to help our clients meet their business needs on time and within cost-effective parameters.
Techmango strives to deliver top-tier GenAI, Data Engineering solutions, App Modernization and Custom Software Development to keep you ahead of the competition, continually enhancing your IT-driven business solutions.
We leverage the latest software development platforms, tools and advanced project management techniques to deliver industry-leading solutions that set you apart from the competition. Our comprehensive service portfolio includes Application Services, Infrastructure Services, and Professional Services, all delivered through our flexible Global Delivery Model.
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