Orenda
AI Software Engineer
AhmedabadPosted Today₹700,000 – ₹1,100,000
Full TimeMidIN
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Job Description
About the roleWe are building AI systems that read, understand and act on real business documents, bank statements, financial reports, policy documents and forms and putting them into production where
Key Highlights
- Select, deploy and benchmark open-source LLMs and vision-language models for specific, narrow use cases not general chat.
- Build evaluation sets from real documents and define what "good" means numerically (field-level accuracy, extraction recall, hallucination rate) before shipping.
- Run structured comparisons between models and approaches, and write up the trade-offs so the team can make a decision.
- Apply quantization, batching and other optimizations to fit models into a sensible GPU budget.
- Design multi-step pipelines that combine deterministic code, ML models and LLM calls and know when not to use an LLM.
Qualifications
Preferred Qualifications
- vLLM, TGI, Ollama, llama.cpp, or Triton Inference Server.
- Quantization formats and tooling: GGUF, AWQ, GPTQ, bitsandbytes, ONNX Runtime, INT8 export.
- Serverless GPU platforms: Modal, RunPod, Replicate, Baseten including cold-start and container-lifecycle management.
- LoRA / QLoRA fine-tuning with PEFT for narrow, task-specific improvements.
Skills & Technologies
PythonRESTful APIsGitLinux/UnixMachine Learning (ML)Model ServingVision Models
About the Company
Orenda
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Job Details
Employment Type
Full Time
Experience Level
Mid
Salary Range
₹700,000 – ₹1,100,000
Location
Ahmedabad
Posted
Today
Country
IN