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AI/ML Engineer

1 month ago

madhya pradesh madhya pradesh in Directful Full time

About Us:Directful Inc. is seeking a skilled AI/ML Engineer with a strong background in Data Science, Data Cleaning, Inference Modeling, and Business Insights. The ideal candidate should be proficient in deploying models such as XGBoost, NLP-based systems, and bot agent frameworks while deriving actionable business metrics from raw datasets.Responsibilities:Design, develop, and deploy ML models for inference, prediction, and business intelligence.Implement robust data-cleaning pipelines to prepare datasets for analysis and training.Build predictive models using frameworks such as XGBoost, TensorFlow, and PyTorch.Develop NLP models for tasks like text classification, sentiment analysis, and bot automation.Create dashboards and business reports by extracting meaningful insights from raw data.Collaborate with data engineering and business teams to ensure technical work translates into business value.Fine-tune model performance using hyperparameter optimization techniques.Ensure scalability, reliability, and performance of deployed models.Requirements:Proven experience in AI/ML model development and data science projects.Expertise in XGBoost, NLP models, and AI bot frameworks.Strong experience with Python libraries (Scikit-learn, TensorFlow, PyTorch, Hugging Face).Hands-on experience with big data tools (Spark, Hadoop) and cloud platforms (AWS, Azure, GCP).Understanding of data cleaning, preprocessing, and ETL pipelines.Experience in business data analysis and generating actionable insights.Preferred Skills:Familiarity with API integration for model deployment.Knowledge of time-series analysis, anomaly detection, and forecasting.Experience with ML lifecycle management tools like MLflow, and Kubeflow.