1. GenAI Application Development Expertise
Programming Languages: Python
Development Tools: LangChain, LlamaIndex, LangFlow, Flowise
Techniques: RAG Techniques
Databases: Vector Databases (Pinecone, Weaviate, Qdrant)
Additional Technologies: Knowledge Graphs, FastAPI, Streamlit, Gradio
2. Domain Model Fine-Tuning Capabilities
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
3. LLMOps Proficiency
Infrastructure & CI/CD: DevOps, Kubernetes, Docker, Git, Jenkins, GitLab, GitHub Actions
Monitoring & Management: Ray, SeldonCore, MLFlow, MLServer, Triton, BentoML, Prometheus, Grafana
4. Data Engineering for AI Applications
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
5. AI-Ready Cybersecurity Knowledge
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
6. GenAI Guardrails and Ethics
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
Roles & Responsibilities
1 ) POC , POT , POV
2 ) Presales
3 ) Competency development
Generic Managerial Skills, If any
Team management
Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.