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PREMIUM
Overview
Backend engineer (Python) at a senior-contributing level (tier 4.5) focused on building async APIs and LLM/FAISS-backed ML pipelines. The strongest proven skill is implementing a FAISS-backed vector-search microservice and orchestration with FastAPI and autosave/backup logic (PredictOutcomes/faiss_manager/faiss_service.py). There is limited public evidence of production hardening such as CI/CD, structured observability (tracing/metrics), formal DB migrations, or secure secret management.
Skills
Python
Python
FastAPI
Pydantic
Aiohttp
Asyncio
Uvicorn
AI/ML
OpenAI SDK
Scikit-learn
Pandas
NumPy
LangChain
TF-Keras
Keras
LLM
TensorFlow
DeepSeek
RAG
Databases
FAISS
SQLite
DevOps
Rest API
Docker
+11
Expertise
AI/ML
LLM
RAG
Senior
LLM engineer with senior-level practical experience building retrieval-augmented and self-learning sports prediction pipelines using FAISS and LLM orchestration.
Data Science
Data Science
Big Data
Senior
Sports ML Engineer specializing in end-to-end football prediction systems that combine classical ML with LLM orchestration and vector search (FAISS).
Backend
Backend AI & LLM
Databases & Vector Storage
Python
Messaging & Real-time
Senior
Backend engineer (Python) at a senior-contributing level (tier 4.5) focused on building async APIs and LLM/FAISS-backed ML pipelines.
Job preferences
ML Engineer
Preferred tech stack
Python
DeepSeek
LangChain
LLM
Docker
Rest API
FAISS
