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Experience: 3+ yrs

Location: Pune

Job Type: Full-time

We are looking for an experienced AI/ML Engineer with strong expertise in Machine Learning, Large Language Models (LLMs), Small Language Models (SLMs), LangChain, and LangGraph. The role focuses on designing, developing, training, evaluating, and deploying intelligent AI solutions using up-to-date machine learning and generative AI technologies.

The ideal candidate will have strong Python programming skills, hands-on experience with supervised and unsupervised learning, and a solid understanding of responsible AI, explainability, model safety, and controlled generation.

Requirements

KEY RESPONSIBILITIES
- Design, develop, and implement machine learning and generative AI solutions using LLMs and SLMs.
- Build AI workflows and agentic applications using LangChain and LangGraph.
- Apply supervised and unsupervised learning techniques to solve business and technical problems.
- Prepare, process, analyse,



and transform datasets using Python and dataframe-centric processing.
- Train, fine-tune, validate, and evaluate machine learning and language models.
- Develop model evaluation frameworks and establish appropriate performance and quality metrics.
- Experiment with different model architectures, prompts, parameters, and optimisation techniques.
- Implement Explainable AI (XAI) approaches to improve model transparency and interpretability.
- Apply Responsible AI principles throughout model development and deployment.
- Design and implement AI guardrails, safety mechanisms, and controlled-generation techniques.
- Identify and mitigate risks related to hallucination, unsafe outputs, bias, and unreliable model behaviour.
- Develop reliable AI pipelines that support experimentation, evaluation, and production use cases.
- Collaborate with engineering, data, product, and business teams to translate requirements into pra

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