Generative AI Architect

2 weeks ago

Pune, India StackRank Search Labs Pvt Ltd Full time

Responsibilities : - Design and implement advanced solutions utilizing Large Language Models (LLMs).- Demonstrate self-driven initiative by taking ownership and creating end-to-end solutions.- Conduct research and stay informed about the latest generative AI and LLMs developments.- Develop and maintain code libraries, tools, and frameworks to support generative AI development.- Participate in code reviews and contribute to maintaining high code quality standards.- Engage in the entire software development lifecycle, from design and testing to deployment and maintenance.- Collaborate closely with cross-functional teams to align messaging, contribute to roadmaps, and integrate software into different repositories for core system compatibility.- Possess strong analytical and problem-solving skills.- Demonstrate excellent communication skills and the ability to work effectively in a team environment.Primary Skills : - Natural Language Processing (NLP) : Hands-on experience in use case classification, topic modeling, Q&A and chatbots, search, Document AI, summarization, and content Computer Vision and Audio : Hands-on experience in image classification, object detection, segmentation, image generation, audio, and video analysis.Generative AI : - Proficiency with SaaS LLMs, including Lang chain, llama index, vector databases, and Prompt engineering (COT, TOT, ReAct, agents). - Experience with Azure OpenAI, Google Vertex AI, AWS Bedrock for text/audio/image/video modalities.- Familiarity with Open-source LLMs, including tools like TensorFlow/Pytorch and huggingface. Techniques such as quantization, LLM finetuning using PEFT, RLHF, data annotation workflow, and GPU utilization.- Cloud : Hands-on experience with cloud platforms such as Azure, AWS, and GCP. Cloud certification is preferred.- Application Development : Proficiency in Python, Docker, FastAPI/Django/Flask, and Git. (ref:hirist.tech)

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