Logging, Tensorflow, Pytorch, Docker, Python, Databases, Apis, Devops, MLops, System Design, Hugging Face APIs, LoRA training, workers, observability, fine-tuning, adapters, cloud platforms, Monitoring, model-serving tools, inference optimization, queues, async workflows, GPU servers, dataset preparation

Distributed Systems, API design, React, Neo4j, Flask, Redis, FastAPI, Python, Cloud Infrastructure, Docker, tool calling, RAG architecture, agent-based systems, Streamlit, vector search strategies, LLM APIs, PEFT, observability for AI systems, DeepSpeed, async workflows, LoRA, Gradio, Pinecone, model fine-tuning, Accelerate, Hugging Face Transformers, FAISS, prompt engineering, AWS Neptune, Qdrant

pruning , Pytorch, Python, Sentence Transformers, ONNX, Hugging Face Transformers, RAG, quantization, TensorRT

data engineering , Apis, Natural Language Processing, Python, Computer Vision, MLOps practices, Large Language Models

containerization , Python, AI workflows, data pipelines, safety and control frameworks, control flows, LLMOps, agent orchestration frameworks, universal interfaces, communication patterns, model integration, cluster orchestration, testing strategies, real-time context injection, observability

Tensorflow, Nlp, Pytorch, Spark, Keras, Python, Deep Learning, Development methodologies, Deep Learning OCR

Tensorflow, MLops, Pandas, AWS, Pytorch, Python, Azure, Gcp, Apis, Computer Vision, Nlp, Spark, Agentic AI, GitHub Actions, LLMs, LlamaIndex, MLflow, MCP-based architectures, LLM frameworks, vector stores, Scikit-learn, RAG, LangChain, vector embeddings

Pytorch, FastAPI, Python, Tensorflow, Gradio, Data preprocessing, Model evaluation techniques, Feature engineering, LangChain, MLOps practices, Streamlit, Scikit-learn

C, Lvm, Design Patterns, Cpu, Windows, Gpu, Pytorch, Python, Java, Cuda, Linux, Os Concepts, Opencl, Kernel Development, Llm, object-oriented software development, TFLite, NPU, Generative AI models, AI hardware accelerators, Fixed-point representations, Quantization concepts, ONNX Runtime, SIMD processor architecture