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

Version Control, Testing, Python, LLMOps, clean code practices

Machine Learning, Azure ML, MLops, Docker, Databricks, Python, Kubernetes, GenAI, RAG embeddings, LLMs, a/b testing, Agentic AI, AWS SageMaker, experimentation

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

Jax, Pytorch, Python, Transformer and language model internals, Training and inference workloads

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

Tensorflow, Pytorch, Azure, Python, LangChain, LangGraph

Computer Vision, Python, Ocr, industrial engineering software, CAD geometry processing, LLM agents, VLMs, retrieval, multimodal AI

Cuda, Kubernetes, Python, TensorRT-LLM, NVIDIA Dynamo, Triton Inference Server, Hugging Face Text Generation Inference, Go, TensorRT, SGLang, vLLM, cuDNN, NCCL, NVIDIA NIM