The Role
Design, develop, and deploy Gen AI solutions (chatbots, IVR, banking) using LLMs, Langchain/Haystack, vector/graph DBs, and speech-to-text. Build semantic search, embeddings, and scalable systems; collaborate cross-functionally and document work.
Summary Generated by Built In
We are seeking a talented and experienced Gen AI developer/specialist to join our growing team. You will play a key role in designing, developing, and implementing Gen AI solutions across various domains, including chatbots, IVR systems, and the banking sector.
Responsibilities:
- Design, develop, and deploy Gen AI solutions using advanced LLMs like OpenAI API, Open Source LLMs (Llama2, Mistral, Mixtral), and frameworks like Langchain and Haystack.
- Leverage your expertise in Transformer/Neural Network models and Vector/Graph Databases (Pinecone, Milvus, Neo4j) to build robust and scalable AI systems.
- Integrate speech-to-text functionality using tools like Whisper/Google TTS to create user-friendly interfaces for chatbots and IVR systems.
- Craft effective semantic search experiences by employing advanced techniques like HyDE, MMR, and LLM reranking.
- Collaborate with cross-functional teams (product, engineering, design) to define project goals, identify use cases, and ensure seamless integration of Gen AI solutions into existing workflows.
- Stay up-to-date on the latest advancements in Gen AI research and actively 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.
Skills Required
- Proven experience developing and deploying LLM-based applications
- Solid understanding of Transformer/Neural Network architectures
- Hands-on experience with Vector/Graph Databases (Pinecone, Milvus, Neo4j) and semantic search
- Experience integrating speech-to-text tools (Whisper, Google TTS) into AI systems
- Familiarity with OpenAI API, Llama2, Mistral, Mixtral, Langchain, and Haystack
- Experience creating embeddings using MPNET and Ada models
- Proficiency in Python
- Experience with Java or C++
- Excellent problem-solving, analytical, and critical thinking skills
- Strong communication and collaboration skills
- Document work comprehensively to facilitate knowledge transfer
- Experience in chatbot, IVR, or banking domain
- Experience building Agentic Workflows
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The Company
What We Do
Photon.com has emerged as one of the world’s largest and fastest-growing Digital Agencies. We work with 40% of the Fortune 100 on their Digital initiatives and are known for our ability to integrate Strategy Consulting, Creative Design, and Technology at scale. Please visit www.photon.com to learn more about us, how we work, and our customer case studies. Digital Transformation Starts Here.
