Themesoft Inc. | AI/Gen AI architect | chicago, il

6 days ago

chicago, United States Themesoft Inc. Full time

Ask- AI/Gen AI architect who will need to be a practitioner + arch person who can evaluate /guide multiple AI solutions and be able to join client team to do co-development as well.

Job Description:

  • Build scalable software solutions using LLM’s and other ML models to solve challenges in healthcare
  • Build enterprise grade AI solutions with focus on privacy, security, fairness.
  • Work with Product Development as a Generative Artificial Intelligence (AI) subject matter expert and architect and develop scalable, resilient, ethical AI solutions
  • Strong engineering skills to design the output from the AI with nodes and nested nodes in JSON or array, HTML formats as required – This is critical so that the AI output can be consumed as is and displayed on the dashboard for accelerated development cycles.
  • Build extensible API Integrations, low code UI/UX solutions, with extremely short cycle times, to extract information from sources, integrate with GPT4, receive insights and make them available in intuitive, high performing dashboards
  • Build solutions that align with responsible AI practices.
  • Envision the solution outcomes to solve for the business problem with actionable insights and design viable solutions to meet the outcomes.
  • Understand how AI is interpreting the data set and use that understanding to build prompts that lead to expected outcomes
  • Architect and develop software or infrastructure for scalable, distributed systems and with machine learning technologies.
  • Work with frameworks(Tensorflow, PyTorch) and open source platforms like Hugging Face to deliver the best solutions
  • Optimize existing generative AI models for improved performance, scalability, and efficiency.
  • Develop and maintain AI pipelines, including data preprocessing, feature extraction, model training, and evaluation.
  • Develop clear and concise documentation, including technical specifications, user guides, and presentations, to communicate complex AI concepts to both technical and non-technical stakeholders.
  • Contribute to the establishment of best practices and standards for generative AI development within the organization.

Qualifications:

  • Degree in Computer Science, Artificial Intelligence, or a related field.
  • 5 years of Full stack engineering expertise with languages like C#, Python and Proficiency in designing architecture, building API Integrations, configuring and deploying cloud services, setting up authentication, monitoring and logging
  • Experience in implementing enterprise systems in production setting for AI, computer vision, natural language processing. Exposure to self-supervised learning, transfer learning, and reinforcement learning is a plus.
  • Experience with information storage/retrieval using vector databases like pinecone.
  • Strong understanding and exposure in natural language generation or Gen AI like transformers, LLM’s, text embedding’s.
  • Experience with designing scalable software systems for classification, text extraction/summary, data connectors for different formats(pdf, csv, doc, etc)
  • Experience with machine learning libraries and frameworks such as PyTorch or TensorFlow, Hugging Face, Lang chain, Llama Index.
  • 3 years of experience in a technical leadership role leading project teams and setting technical direction.
  • 3 years of experience working in a complex, matrixed organization involving cross-functional or cross-business projects.
  • Programming experience in C/C++, Java, Python.
  • Strong knowledge of data structures, algorithms, and software engineering principles.
  • Familiarity with cloud-based platforms and services, such as AWS, GCP, or Azure.
  • Excellent problem-solving skills, with the ability to think critically and creatively to develop innovative AI solutions.
  • Strong communication skills, with the ability to effectively convey complex technical concepts to a diverse audience.
  • Possess a proactive mindset, with the ability to work independently and collaboratively in a fast-paced, dynamic environment

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