
Expert Gen AI Architect Needed
1 day ago
Are you an expert in artificial intelligence looking for a challenging role? We are seeking a skilled Gen AI Architect to join our team.
The ideal candidate will have extensive experience in developing and implementing AI solutions using cutting-edge technologies such as LangChain, LlamaIndex, and LangFlow. Strong programming skills in Python and expertise in RAG techniques, vector databases, and knowledge graphs are essential.
Key Responsibilities:- Develop Expertise in GenAI Application Development
- Programming Languages: Python
- Development Tools: LangChain, LlamaIndex, LangFlow, Langgraph, LangSmith, Flowise
- Techniques: RAG Techniques
- Databases: Vector Databases (Pinecone, Weaviate, Qdrant)
- Additional Technologies: Knowledge Graphs, FastAPI, Streamlit, Gradio
- Languages & Libraries: Python, Data Engineering, OSS LLMs (Llama2, Mixtral, GPT-Neo, GPT-J)
- Tokenization & Frameworks: Tokenizers (SentencePiece, Hugging Face Tokenizers), Fine-tuning Frameworks (Hugging Face Transformers, PyTorch Lightning)
- Datasets: HuggingFace Datasets, TensorFlow Datasets
- Infrastructure & CI/CD: DevOps, Kubernetes, Docker, Git, Jenkins, GitLab, GitHub Actions
- Monitoring & Management: Ray, SeldonCore, MLFlow, MLServer, Triton, BentoML, Prometheus, Grafana
- Data processing & management: Python, Apache Spark, Apache Kafka, AWS S3, Azure Data Lake Storage (ADLS), Delta Lake
- Workflow automation: Apache Airflow, dbt, Apache NiFi, Fivetran, Airbyte, Great Expectations
- Data catalogs: Amundsen, Collibra, Alation
- Threat modeling & security: Ai-Specific Threat Modeling Tools, Secure ML Pipeline Tools, API Security Tools
- Monitoring & prevention: Ai Security Monitoring Tools, Prompt Injection Prevention Libraries, Adversarial Example Detection Libraries
- Ethics & fairness: Ai Ethics Frameworks and Tools, Bias Detection and Mitigation Tools, Fairness Metrics Libraries
- Privacy & security: Privacy-Preserving Machine Learning Libraries, Robustness and Security Tools
- Transparency & governance: Model Interpretability Libraries, Ai Governance Frameworks and Tools
- Bleu, Rouge, Perplexity, BERT-Score etc.,
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