{"entity":"person","person":{"name":"Arpit Somani","role":null,"level":"Middle","country":null,"summary":"LLM/MLOps Engineer (senior level) specializing in production RAG and multi-tenant AI system design with strong operational and schema-driven engineering focus. The strongest proven skill is building production-grade multi-tenant inference and RAG plumbing as evidenced by app/core/orchestrator.py, app/rag_engine/pinecone_client.py and FastAPI route handlers. Public code lacks custom deep-learning training loops, experiment tracking (W&B/MLflow) and demonstrated low-level GPU optimization implementations.","skills":[{"name":"JavaScript","group":"Languages","level":"Not selected","since":2022},{"name":"Python","group":"Languages","level":"Middle","since":null},{"name":"SQL","group":"Languages","level":"Not selected","since":null},{"name":"Flask","group":"Python","level":"Junior","since":2022},{"name":"Requests","group":"Python","level":"Middle","since":null},{"name":"Pydantic","group":"Python","level":"Middle","since":null},{"name":"Celery","group":"Python","level":"Junior","since":null},{"name":"FastAPI","group":"Python","level":"Junior","since":2026},{"name":"Uvicorn","group":"Python","level":"Junior","since":null},{"name":"Scikit-learn","group":"AI/ML","level":"Middle","since":2022},{"name":"Llama","group":"AI/ML","level":"Middle","since":2023},{"name":"YOLO","group":"AI/ML","level":"Middle","since":2023},{"name":"OpenAI","group":"AI/ML","level":"Middle","since":2023},{"name":"RAG","group":"AI/ML","level":"Middle","since":2023},{"name":"Embeddings","group":"AI/ML","level":"Middle","since":2023},{"name":"Pandas","group":"AI/ML","level":"Middle","since":null},{"name":"NumPy","group":"AI/ML","level":"Middle","since":null},{"name":"LightGBM","group":"AI/ML","level":"Middle","since":null},{"name":"LLM","group":"AI/ML","level":"Not selected","since":null},{"name":"LangChain","group":"AI/ML","level":"Not selected","since":null},{"name":"LangGraph","group":"AI/ML","level":"Not selected","since":null},{"name":"PyTorch","group":"AI/ML","level":"Not selected","since":null},{"name":"TensorFlow","group":"AI/ML","level":"Not selected","since":null},{"name":"NLTK","group":"AI/ML","level":"Not selected","since":null},{"name":"Copilot","group":"AI/ML","level":"Not selected","since":null},{"name":"AI Agents","group":"AI/ML","level":"Not selected","since":null},{"name":"ONNX","group":"AI/ML","level":"Not selected","since":null},{"name":"Multimodal AI","group":"AI/ML","level":"Not selected","since":null},{"name":"Semantic Search","group":"AI/ML","level":"Not selected","since":null},{"name":"Computer Vision","group":"AI/ML","level":"Junior","since":2026},{"name":"NLP","group":"AI/ML","level":"Junior","since":2026},{"name":"Anomaly Detection","group":"AI/ML","level":"Not selected","since":null},{"name":"AWS","group":"DevOps","level":"Middle","since":2023},{"name":"Azure","group":"DevOps","level":"Middle","since":2023},{"name":"Rest API","group":"DevOps","level":"Junior","since":2022},{"name":"Docker","group":"DevOps","level":"Not selected","since":null},{"name":"Git","group":"DevOps","level":"Not selected","since":null},{"name":"React.js","group":"Frontend","level":"Not selected","since":null},{"name":"Bootstrap","group":"Frontend","level":"Junior","since":null},{"name":"JQuery","group":"Frontend","level":"Junior","since":null},{"name":"Frontend","group":"Frontend","level":"Junior","since":null},{"name":"Pytest","group":"QA","level":"Not selected","since":null},{"name":"Postman","group":"QA","level":"Not selected","since":null},{"name":"Pinecone","group":"Databases","level":"Middle","since":2023}],"photo":"https://alion.io/storage/2026/1024/ce4e373596.webp","url":"https://alion.io/user/arpit-somani"},"contact":"Through Alion only: the person decides whether to answer. 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