GenAI LeadHCLTech • Nashik, IN
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GenAI Lead
HCLTech • Nashik, IN
4 days ago
Job descriptionIdentify and define API integration points , ensuring clear documentation. Design, implement, and test API endpoints (e.g., / generate, / status). Auto-generate API documentation using FastAPI & Swagger . Implement rate limiting ( Flask-Limiter ) and authentication ( OAuth , API keys ). Develop prompting logic for Large Language Models (LLMs) to ensure accurate responses. Integrate machine learning frameworks (e.g., PyTorch ) and NLP libraries (e.g., spaCy ). Design and implement multi-agentic workflows using patterns like actor model , publish-subscribe , and client-server . Build and coordinate multi-agentic systems , ensuring efficient task delegation, communication, and failure handling across agents. Develop distributed task management using tools like Celery and Kubernetes . Write unit / integration tests with Pytest . Set up logging and monitoring for system health and debugging. Integrate with MySQL , PostgreSQL , NoSQL (e.g., BigQuery , MongoDB ), and vector databases (e.g., Pinecone ). Implement caching strategies (e.g., Redis , Memcached ) to optimize performance. Ensure secure API access and data protection (OAuth, API keys , input validation). Experience with vector databases (e.g., Pinecone , Weaviate, Cloud-based AI search ( Azure AI Search ). Knowledge of CI / CD pipelines and containerization (e.g., Docker , Kubernetes ). Familiarity with API design tools (e.g., Postman ) and rate limiting ( Flask-Limiter ). API Frameworks : FastAPI , Flask , Django Machine Learning & NLP : PyTorch , spaCy Task Management : Celery Databases : MySQL , PostgreSQL , BigQuery , MongoDB , Pinecone , Weaviate Caching : Redis , Memcached Cloud Platforms : AWS , Google Cloud , Azure Version Control : Git Security & Monitoring : OAuth , API keys , Python logging module
We are seeking a skilled GenAI App Lead with expertise in API development , backend logic , machine learning , and NLP to contribute to large-scale GenAI applications . You'll work on API integrations , system performance optimization, and developing multi-agent workflows, all within a dynamic, collaborative environment.
Required Qualifications :
- Proven experience in API development (e.g., FastAPI , Flask , Django ).
- Strong knowledge of Python , machine learning ( PyTorch ), and NLP (e.g., spaCy ).
- Expertise in API authentication (OAuth, API keys ) and API documentation (Swagger).
- Experience with task queues ( Celery ) and multi-agent workflows .
- Hands-on experience with databases (MySQL, PostgreSQL , BigQuery , NoSQL ).
- Familiarity with caching (Redis, Memcached) and cloud platforms ( AWS , Google Cloud , Azure ).
Key Responsibilities :
API Integration & Development :
LLM & NLP Integration :
Multi-Agentic System Design :
Testing & Debugging :
Database & Caching :
Security & Compliance :
Highly Desirable Qualifications :
Tools & Technologies :
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Genai Lead • Nashik, IN
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