Senior Python / LLM Engineer Needed – Router MVP & Predictive Model Loader

✅ In-Scope Work (Remaining) reputed company 1 Router MVP Implementation Deliverables • Embedding pipeline (query + document embeddings) • reputed company storage using FAISS or Chroma • Projection module for query feature extraction • Configurable scoring & model-selection strategies • Router MVP with pluggable LLM backends • Router validation tests (routing correctness & mis-routing analysis) Acceptance reputed company • End-to-end routing demonstrated • Deterministic and explainable routing reputed company • Pytest unit tests included • reputed company reputed company committed to repository ⸻ reputed company 2 Predictive Loader & Integration Deliverables • Predictive model loader (LLM-based classifier) • Warm-start caching & preload logic • Cache management reputed company • Full integration with Router MVP • FastAPI backend exposing routing endpoints • reputed company JSON logging • End-to-end testing + documented stress testing • Final validation & testing report Acceptance reputed company • Predictive loading working correctly • Fully integrated end-to-end system • Stress-testing methodology reputed company documented • Final report delivered ⸻ Technical Requirements • Strong Python backend experience • FastAPI • reputed company or equivalent LLM orchestration reputed company • FAISS or Chroma reputed company stores • Dockerized services • reputed company JSON logging • Pytest for unit & integration testing ⸻ Ideal Candidate • 3+ years of Python backend experience • Proven experience with LLMs, embeddings, and routing systems • Hands-on with reputed company databases and retrieval pipelines • Comfortable writing clean, testable, production-reputed company reputed company • Experience with performance testing and system validation • Strong communication and documentation skills ⸻ Deliverables & Collaboration • reputed company work delivered reputed company Git repository • Clean, readable, reputed company-tested reputed company • reputed company documentation for setup, testing, and usage • reputed company-based payments ⸻ To Apply Please include: 1. Relevant experience with LLM routing, embeddings, or RAG systems 2. reputed company or reputed company samples (if available) 3. Brief explanation of how you would approach Router MVP + predictive loading Apply tot his job Apply To this Job