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Gen AI Solution Expert (Python)

Gen AI Solution Expert (Python)

Pratiti Technologies

5 - 10 years

15 - 20 Lacs

pune

Posted:1 month ago| Platform:

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Skills Required

prototype gcp product portfolio solution expert monitoring product support sql python technical documentation

Work Mode

Work from Office

Job Type

Full Time

Job Description

You will join the Digital Services team to architect, prototype and productionize Generative AIsolutions that add value across companies instrument and digital product portfolio (e.g., data-driveninsights from analyzers, intelligent documentation, RAG chatbots for product support). You\ll workend-to-end, data pipelines, model training/fine-tuning, MLOps and API deployment.

Key responsibilities -

Design and implement GenAI/NLP solutions (chatbots, summarization, extraction, RAG pipelines).

Build data ingestion and preprocessing pipelines for instrument telemetry, lab results and business data.

Fine-tune and evaluate LLMs using frameworks such as Hugging Face Transformers, and implement prompt engineering best practices.

Implement vector search + RAG workflows using vector DBs (FAISS, Weaviate, Pinecone or similar).

Package models as microservices and deploy to cloud (AWS/GCP/Azure) or on-premise as required.

Collaborate with product, hardware and QA teams to integrate AI features into web/mobile and embedded systems.

Create monitoring, logging and retraining strategies (ML monitoring, data drift detection).

Produce technical documentation and train internal stakeholders on solution usage.
Requirements

Minimum 5 years hands-on GenAI/NLP/LLM work

Strong Python expertise; hands-on with PyTorch and/or TensorFlow.

Experience with Transformers (Hugging Face), LLM fine-tuning and prompt engineering.

Familiarity with vector databases and retrieval augmentation (RAG).

Experience deploying models as scalable APIs (FastAPI/Flask + Docker + Kubernetes).

Solid data engineering skills (ETL, SQL, pandas, streaming an advantage).

Experience with MLOps tools (MLflow, DVC, Kubeflow, or equivalent).

Good software engineering practices (unit tests, CI/CD, code reviews).

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Gen AI Solution Expert (Python)