Version Control, Natural Language Processing, Sql, Python, evaluation methodology, embeddings, Data Processing, generative AI, software-development practices, sampling error analysis, model evaluation, model validation, Experimental Design, prompt design, language models

Scipy, Pyspark, Sql, Numpy, Git, Pandas, XGBoost, Data Visualization, Python, Data Processing, object-oriented programming, data platforms, code reviews, Transformation, Scikit-Learn, hyper-parameter tuning, model validation, test-driven development, AWS SageMaker, data ingestion, feature engineering, ETL pipelines

data curation , Deep Learning, Python, biostatistical analyses, RNA-sequencing, R, multi-omics analyses, job schedulers, command line shells, high-performance computing clusters, classical machine learning, whole-exome sequencing, statistical methods, language models

quantitative analytics , Data Management, model governance, explainability, Risk Assessment, performance evaluation, Responsible AI principles, AI ML concepts, model validation, monitoring techniques, model risk management, drift detection

Data Science, Machine Learning, Predictive Modelling, Python, Sql, Generative AI, Data Pipelines, Feature Engineering

error analysis , Machine Learning, Version Control, Sql, Data Science, MLops, Python, Generative AI, Sampling Techniques, model validation, Statistics, Production Monitoring, Vector Search, Cloud-based AI Services, Evaluation Methodology, Data Processing Workflows, Software Development Best Practices, Experimental Design, Responsible AI Frameworks

Amazon Web Services, Machine Learning, Sql, Devops, Spark, Databricks, Python, Statistical Analysis, optimisation techniques, R, feature engineering, ModelOps

model development , Machine Learning, Elasticsearch, Spark, Python, Sql, Evaluation, Data Analysis, cloud-native tools, Ai, feature engineering

data engineering , Eda, Sql, MLops, Database Technologies, Shell scripting, Statistical Modelling, Python, LangChain, multi-criteria decision analysis, neural embeddings, deep learning algorithms, vector databases, reinforcement learning, transformer models, GenAI systems, LangGraph, ELT concepts, R, LLM models, Optimization, AI Engineering, structured table transformation

Machine Learning, Shell Scripting, Sql, Deep Learning, Tensorflow, Numpy, Pandas, Pytorch, Python, LangChain, embeddings, Generative AI, Scikit-learn, vector databases, reinforcement learning, cloud-based MLOps, transformer models, LangGraph, R, Statistical Modeling