Company Description
About Datakrew
Datakrew is revolutionizing EV fleet intelligence with cutting-edge IoT/AI solutions. Our flagship solution, OXRED Platform Suite, provides deep insights into vehicle fleet performance and diagnostics. Our goal is to serve one million EVs within the next 5 years, and as a company, touch a billion lives with technology.
This is a Global position and we are looking for candidates outside India.
Job Description
We are looking for an ML – LLM & GenAI to join our team. The ideal candidate has hands-on experience building production-grade LLM applications and will play a key role in developing AskOX, the conversational AI layer of the OXRED Platform that enables users to interact with fleet data using natural language. The role focuses on designing, building, and optimizing the LLM backend that powers this system.
Key Responsibilities
LLM and Backend Development
- Design, develop, and maintain the LLM-powered backend services using Python and FastAPI.
- Implement retrieval-augmented generation (RAG)
to fetch structured and unstructured data from OXRED.
- Use frameworks like LangChain, LlamaIndex, or Haystack to manage context retrieval, query routing, and summarization.
- Design prompt engineering strategies, structured output generation, and intent classification pipelines.
Integration and Testing
- Integrate the chatbot logic with the existing OXRED AskOX frontend.
- Design, implement, and validate support for diverse fleet analytics use cases including fleet summaries, vehicle diagnostics, predictive insights, and performance metrics.
- Ensure secure and effective data flow between OXRED APIs and the AskOX backend.
Optimization and Reporting
- Evaluate and improve retrieval accuracy, latency, and hallucination rates.
- Implement caching or schema-based memory for frequently accessed data.
- Develop automated evaluation pipelines and benchmark retrieval quality, response accuracy, latency, and hallucination rates.
Documentation
📌 Machine Learning Engineer (Pune)
🏢 Datakrew
📍 Pune