Machine Learning, Python Programming, Model Understanding, Evaluation methodologies, AI Agents Tool-Using Systems, AI Evaluation, Benchmarks, reinforcement learning, Agentic Data Generation, AI ML frameworks, Research tooling

Monitoring Tools, Prometheus, Grafana, Tensorflow, Pytorch, Docker, Kubernetes, Python, Weights Biases, Airflow, TensorRT, retrieval-augmented generation, vector databases, MLflow, batching, Prefect, ONNX, LLM fine-tuning, mixed precision techniques, DVC, OpenTelemetry, MLOps tools, GPU optimisation

Technical Documentation, Software Engineering, LLM pipelines, fine-tuning, dataset development, reinforcement learning environments, SWE-bench or comparable software engineering evaluation environments, automation workflows, evaluation harnesses, agentic systems, model evaluation, open-weight models, experimentation, benchmarks, synthetic data generation, local inference systems

Ml, Nlp, Pytorch, Python, embeddings, fine-tuning, Transformers, structured output generation, prompt engineering, Llm, Evaluation, RAG

Software Engineering, agentic systems, LLM pipelines, model testing pipelines, evaluation harnesses, reinforcement learning

tokenization , Tensorflow, Machine Learning, Pytorch, Natural Language Processing, Objective C, Swift, Python, Deep Learning, NLP algorithms, Text decoding

Pytorch, Python, Ocr, LLM APIs, Hugging Face, Inference infrastructure, Prompting, Document AI, LLMs, Agent frameworks, Vector databases, RAG, Large-scale data pipelines, Evals, Fine-tuning, Human-in-the-loop fallbacks