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AI/ML Solution Architect (GenAI Specialist)

Min Experience

3 years

Location

Bangalore North

JobType

full-time

About the job

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About the role

We are looking for an AI/ML Solution Architect with expertise in Generative AI (GenAI) to help design, build, and deploy cutting-edge AI solutions. Whether working in the rapid-paced innovation cycle of a startup or scaling production-grade GenAI systems for enterprise clients, you will serve as a key enabler of value-driven, secure, and scalable AI deployments. Key Responsibilities: Collaborate with sales teams to understand customer requirements and provide expert guidance on ML/Generative AI solutions across a wide range of use cases: content generation, document automation, chatbots, virtual assistants, summarization, search, personalization, and more. Evaluate and integrate open-source LLMs (e.g., LLaMA, Mistral, Falcon), commercial APIs (e.g., GPT-4, Claude, Gemini), and cloud-native GenAI platforms (e.g., AWS Bedrock, Azure OpenAI). Design and deliver compelling Solution and SoW and demonstrations of our Generative AI offerings to both technical and non-technical audiences. Design Retrieval-Augmented Generation (RAG), prompt engineering strategies, vector database integrations, and model fine-tuning where required. Translate business objectives into technical roadmaps, collaborating closely with product managers, engineers, and data scientists. Create prototypes and proof-of-concepts (PoCs) to validate solution feasibility and performance. Provide technical mentorship, best practices, and governance guidance across teams and clients. Skills & Experience Required: Educational Background: Master's/Bachelor's degree in computer science, Engineering, or a related field. (e.g., BCA, MCA, B.Tech/B.E, M.Tech/ME) 3-5 years of experience in AI/ML development/solutioning, with at least 1-2 years in Generative AI/NLP applications. Strong command of transformers, LLMs, embeddings, and NLP methods. Proficiency with LangChain, LlamaIndex, Hugging Face Transformers, and cloud AI tools (SageMaker, Bedrock, Azure OpenAI, Vertex AI). Experience with vector databases like FAISS, Pinecone, or Weaviate. Familiarity with MLOps practices, including model deployment, monitoring, and retraining pipelines. Skilled in Python, with working knowledge of APIs, Docker, CI/CD, and RESTful services. Experience in building solutions in both agile startup environments and structured enterprise settings.

About the company

We are a team of cloud enthusiasts, keen and spirited to make the latest cloud technologies work for you. Rapyder is an agile, innovative company that makes Cloud work for you. With a young, passionate team and expertise in Cloud Computing Solutions, Big Data, Marketing & Commerce, DevOps, and Managed Services, Rapyder is the leading provider of Strategic Cloud Consulting. Solutions provided by Rapyder are seamless, secure, and scalable. With headquarters in Bangalore, sales & Support offices located in Delhi, and Mumbai, we ensure optimal technology solutions to reduce costs, streamline business processes and gain business advantages for our customers.

Skills

python
api
docker
ci/cd
restful services
transformers
llms
embeddings
nlp
langchain
llamaindex
hugging face transformers
aws sagemaker
aws bedrock
azure openai
vertex ai
faiss
pinecone
weaviate
mlops