Job Description:
Skillsets Required:
Core Programming:
Python Intermediate/Advanced - async programming
API Development - FastAPI
Writing production-grade scalable code
Testing (unit integration)
Debugging complex distributed system
LLM Fundamentals
Prompt Engineering
Tokenization context windows
Model selection
Handling hallucinations and grounding responses
Retrieval-Augmented generation (RAG)
Document Ingestion and preprocessing
Chunking Strategies (semantic recursive sliding window)
Embeddings
Vector database - pgvector
Hybrid search (keyword (BM25) semantic)
Re-ranking and relevance tuning
Agentic Frameworks and Orchestration
Multi-agent coordination
Memory Management
Workflow orchestration
Evaluation and Observability
LLM Evaluation metrics (accuracy faithfulness and relevance)
Prompt/version tracking
Logging and Tracking
Human in the loop (HITL) feedback loops
Deployment and MLOps
Containerization (Docker)
CI/CD pipelines
Monitoring
Job Description: Skillsets Required: Core Programming: Python Intermediate/Advanced - async programming API Development - FastAPI Writing production-grade scalable code Testing (unit integration) Debugging complex distributed system LLM Fundamentals Prompt Engineering Tokenization context windows...
Job Description:
Skillsets Required:
Core Programming:
Python Intermediate/Advanced - async programming
API Development - FastAPI
Writing production-grade scalable code
Testing (unit integration)
Debugging complex distributed system
LLM Fundamentals
Prompt Engineering
Tokenization context windows
Model selection
Handling hallucinations and grounding responses
Retrieval-Augmented generation (RAG)
Document Ingestion and preprocessing
Chunking Strategies (semantic recursive sliding window)
Embeddings
Vector database - pgvector
Hybrid search (keyword (BM25) semantic)
Re-ranking and relevance tuning
Agentic Frameworks and Orchestration
Multi-agent coordination
Memory Management
Workflow orchestration
Evaluation and Observability
LLM Evaluation metrics (accuracy faithfulness and relevance)
Prompt/version tracking
Logging and Tracking
Human in the loop (HITL) feedback loops
Deployment and MLOps
Containerization (Docker)
CI/CD pipelines
Monitoring
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