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- AI and Machine Learning – minimum 5 years of hands on experience in Artificial Intelligence, Machine Learning , Deep Learning , Computer Vision projects , products, and systems. Experience of working on ML algorithms, DL models (NLP based models). Vector Databases , Graph Databases etc.
- Generative AI – Familiarity with Generative AI models – including LLMs , RAG Approach, communication flow in both approaches, multimodal usage, open-source models from Hugging face, Lang chain frameworks , Vector DB (atleast one DB should be well known in terms of indexing, storing the embeddings, extracting the answers), Prompts, Context based prompts etc. Experience with transformer-based and diffuser-based models (e.g., BERT, GPT, T5, Llama, Secure diffusion )
- Cloud Platforms: At-least experience of working on one of cloud platforms: AWS Sagemaker, Azure OpenAI, Google Cloud Vertex AI, IBM WatsonX etc.
- Thorough knowledge on the various types of Models, F1 score, accuracy, training the models, tuning of models (with hyperparameters & all other techniques),



possible statistical models and their fitment, model deployment, data pre/post processing. Knowledge should come out of their practical experience from their projects (no theoretical answers) either using cloud native services or open-source s/w.
- HW Platforms: At-least experience of working on Intel or Nvidia platforms (CPU+GPU)s
- Software Engineering – agile development practices, requirements, design, architecture, debugging and validation of software products/projects
- Experience building commercial grade software, with much of that experience in a large scale, high availability service.
- Programming Experience – Python, C, C++, C#, Java etc.
- Working knowledge of Distributed Systems and Cloud Technologies.
- Proficiency in Python and relevant ML libraries (e.g., TensorFlow, PyTorch) to develop production-grade quality product
- Ability to debug, read code and work on a large and increasing codebase

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📌 Senior AI/ML Engineer (Nellore)
🏢 Synstack Technologies
📍 Nellore