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AI/ML Technical LeadSource Desk Global • Kolkata
AI/ML Technical Lead

AI/ML Technical Lead

Source Desk Global • Kolkata
30+ days ago
Job description

Job description:

  • We are looking for an experienced AI/ML Technical Lead to architect and drive the development of our intelligent conversation engine.
  • You will lead model selection, integration, training workflows (RAG/fine-tuning), and scalable deployment of natural language and voice AI components.
  • This is a foundational hire for a technically ambitious platform.

Key Responsibilities:

  • AI System Architecture: Design the architecture of the AI-powered agent including LLM-based conversation workflows, voice bots, and follow-up orchestration.
  • Model Integration & Prompt Engineering: Leverage APIs from OpenAI, Anthropic, or deploy open models (e.g., LLaMA 3, Mistral). Implement effective prompt strategies and retrieval-augmented generation (RAG) pipelines for contextual responses.
  • Data Pipelines & Knowledge Management: Build secure data pipelines to ingest, embed, and serve tenant-specific knowledge bases (FAQs, scripts, product docs) using vector databases (e.g., Pinecone, Weaviate).
  • Voice & Text Interfaces: Implement and optimize multimodal agents (text + voice) using ASR (e.g., Whisper), TTS (e.g., Polly), and NLP for automated qualification and call handling.
  • Conversational Flow Orchestration: Design dynamic, stateful conversations that can take actions (e.g., book meetings, update CRM records) using tools like LangChain, Temporal, or n8n.
  • Platform Scalability: Ensure models and agent workflows scale across tenants with strong data isolation, caching, and secure API access.
  • Lead a Cross-Functional Team: Collaborate with backend, frontend, and DevOps engineers to ship intelligent, production-ready features.
  • Monitoring & Feedback Loops: Define and monitor conversation analytics (drop-offs, booking rates, escalation triggers), and create pipelines to improve AI quality continuously.

Qualifications Must-Haves:

  • 5+ years of experience in ML/AI, with at least 2 years leading conversational AI or LLM projects.
  • Strong background in NLP, dialog systems, or voice AI preferably with production experience.
  • Experience with OpenAI, or open-source LLMs (e.g. LLaMA, Mistral, Falcon) and orchestration tools (LangChain, etc.).
  • Proficiency with Python and ML frameworks (Hugging Face, PyTorch, TensorFlow).
  • Experience deploying RAG pipelines, vector DBs (e.g. Pinecone, Weaviate), and managing LLM-agent logic.
  • Familiarity with voice processing (ASR, TTS, IVR design).
  • Solid understanding of API-based integration and microservices.
  • Deep care for data privacy, multi-tenancy security, and ethical AI practices.

Skills Required
Api Integration, Python
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AI/ML Technical Lead • Kolkata

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