Github, Windows Server, Ssh, Dns, Http, Firewalls, routing, Jenkins, Git, Linux, Wmi, Cloud Infrastructure, SNMP, WinRM, Vector databases, REST API design, Advanced Python development, Infrastructure Engineering

MLops, Docker, Kubernetes, Python, LLM orchestration frameworks, LLMOps, vector databases, RAG pipelines, prompt engineering

Restful Apis, Python, LangGraph, LangChain, scalable application design, OpenAI, Azure OpenAI, AI application development, AI agent frameworks, prompt engineering

Tensorflow, Numpy, Git, Pandas, Pytorch, Python, Time-Series Machine Learning, MNE, Signal Processing, Scikit-learn

data engineering , Python, Fme, Databases, Cloud Services, Machine Learning, Apis, Qgis, Natural Language Processing, MLops, data pipelines, Azure OpenAI, Azure AI Foundry, LLM techniques, LangGraph, Azure cloud environments, Azure AI Search, Arcgis, LangChain, Generative AI, Agentic AI frameworks, AI ML engineering, Semantic Kernel, AutoGen

bayesian inference , causal inference , AWS, Pytorch, Cursor, Oracle, Python, Azure, Gcp, Git, ACP, LLMs, FastAI, neural architectures, fine-tuning, evaluation metrics, CodeRabbit, DigitalOcean, Experimentation Science, Agentic AI, reinforcement learning, MCPs, optimisation models

Algorithms, Distributed Computing, Machine Learning, Deep Learning, data structures, Code Review, Python, ML experimentation, Generative AI frameworks, model evaluation, Anthropic models, open source scans, monitoring in production, large language model architectures, quality gate checks, unit code tests, aqua scans

Python – Expert level SQL – Strong Machine Learning Search & Information Retrieval Recommendation Systems Personalization Ranking / Learning-to-Rank Embeddings Vector Search – FAISS, etc. Hybrid Search – lexical + semantic search Reranking Production ML / MLOps ML Model Deployment & Serving Model Monitoring & Reliability Spark or equivalent Airflow / Dagster or equivalent A/B Testing & Experimentation Offline ML Evaluation, HNSW, pgvector