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Chief Gen AI Architectural Specialist
1 week ago
**Company Overview**
We are a pioneering organization, Photon, at the forefront of leveraging Generative Artificial Intelligence (Gen AI) to revolutionize various sectors. Our mission is to design, develop, and deploy cutting-edge Gen AI solutions that drive innovation and efficiency.
**Job Summary**
We are seeking an experienced and skilled Gen AI Developer/Specialist to join our team. This role will involve designing, developing, and implementing robust Gen AI solutions across multiple domains, including chatbots, IVR systems, and the banking sector. As a key member of our team, you will play a pivotal role in shaping the future of Gen AI at Photon.
**Responsibilities**
* Design and develop advanced Gen AI solutions using leading frameworks like Langchain, Haystack, and OpenAI API.
* Leverage your expertise in Transformer/Neural Network models and Vector/Graph Databases (Pinecone, Milvus, Neo4j) to create scalable and efficient AI systems.
* Integrate speech-to-text functionality using tools like Whisper/Google TTS to craft user-friendly interfaces for chatbots and IVR systems.
* Develop effective semantic search experiences by employing techniques like HyDE, MMR, and LLM reranking.
* Collaborate with cross-functional teams to define project goals, identify use cases, and ensure seamless integration of Gen AI solutions into existing workflows.
* Stay updated on the latest advancements in Gen AI research and explore new tools and techniques to enhance our capabilities.
* Document your work comprehensively to facilitate knowledge transfer and ensure project continuity.
**Qualifications**
* Proven experience developing and deploying LLM-based applications.
* Solid understanding of Transformer/Neural Network architectures and their application in Gen AI.
* Hands-on experience with Vector/Graph Databases and their use in semantic search.
* Experience integrating speech-to-text tools into AI systems.
* Familiarity with OpenAI API, Open Source LLMs, and Gen AI frameworks like Langchain and Haystack.
* Experience creating embeddings using MPNET and Ada models.
* Proficiency in programming languages like Python (essential) and potentially others (e.g., Java, C++).
* Excellent problem-solving, analytical, and critical thinking skills.
* Strong communication and collaboration skills to work effectively in a team environment.
* A passion for innovation and a desire to push the boundaries of what's possible with Gen AI.
Bonus Points**
* Experience in the chatbot, IVR, or banking domain.
* Experience building Agentic Workflows.