Databases, Apis, Testing, Node.js, Django, React, Git, Debugging, FastAPI, Python, AI engineering, software development best practices, Next.js, full-stack development

data preparation , data leakage , training vs. inference, Neural Networks, Json, Automated Testing, Debugging, Tokens, Python, Apis, Sql, Git, MLops, embeddings, tool calling, vector databases, structured outputs, LLM fundamentals, context windows, Validation, AI agent frameworks, Transformers, overfitting, cloud platforms

Code Review, Python, Testing, embeddings, automated scoring, streaming APIs, multi-GPU, RAG systems, tool calling, JSON Schema, LLM systems, LangGraph, regression tracking, chunking, Pydantic, structured output, LLM evaluation, tracing, context engineering, async HTTP, hybrid search, LoRA, reranking, QLoRA

production deployment , Logging, Tensorflow, Pytorch, Python, Apis, Git, Spark, Containers, Kubernetes, vector search, RAG embeddings, human-in-the-loop review, scikit-learn, Privacy, MLflow, Security, explainability, LLMs, LLM Agent frameworks, cloud AI ML services, Monitoring, MLOps pipelines, prompt engineering, Agentic AI, CI/CD, feature engineering, audit controls, Governance

Sql, Microservices, Nosql, Gcp, Docker, Restful Apis, Azure, Kubernetes, Python, AWS, Airflow, Infrastructure as Code, Ray, Prefect

PostgreSQL, Python, Sql, LangChain, LangGraph, Large Language Models

Optical character recognition (OCR), Retrieval-augmented generation (RAG), Python Programming, Agentic AI systems, Prompt engineering, Multimodal AI technologies, Vector databases, Generative AI development, AI model evaluation techniques

Java, Power Platform, Tensorflow, Pytorch, MLops, Docker, Databricks, Azure, Kubernetes, Python, AWS, scikit-learn, Microsoft Co-Pilot Studio, R

Python Programming, agentic systems, applied AI workflows, AI libraries, AI-assisted development tools, LLM integration, RAG multi-agent frameworks, workflow orchestration systems

data wrangling , Python, model SDKs, AWS Strands, AWS Bedrock, GLM, Azure AI Foundry, LangGraph, DeepSeek, Qwen, vector DBs, Google Vertex AI