Akaike builds AI services around vision, generative, and conversational models for enterprises. The tech stack (Databricks, PySpark, TensorFlow, PyTorch, LangGraph, CrewAI, Pinecone) reflects a data-first engineering approach, with heavy emphasis on ML pipeline deployment and LLM-ready infrastructure. Hiring velocity is accelerating—9 of 14 open roles are data-focused—while pain points cluster around scaling ML solutions and customer adoption, suggesting the company is transitioning from custom services into productized AI offerings.
Akaike specializes in delivering AI services to enterprises: vision systems, generative AI, conversational interfaces, and NLP. The company operates from Bengaluru and serves clients primarily through custom AI engagements and their flagship product, Build Your Own Brain, an AI-driven decision-making platform. The technical foundation spans data orchestration (Databricks, Azure Data Factory, Delta Lake), ML frameworks (TensorFlow, PyTorch, scikit-learn), and agentic AI systems (LangGraph, CrewAI). Current project focus centers on real-time ML pipeline deployment, LLM agents, and scalable data infrastructure.
Akaike's core stack includes Databricks, PySpark, Azure (Data Factory, Data Lake, SQL), TensorFlow, PyTorch, LangGraph, CrewAI, and vector databases (Pinecone, Milvus, Weaviate). AWS services (Lambda, Step Functions, ECR) handle deployment and orchestration.
Active projects include LLM-ready data layers, real-time ML/DL pipeline deployment, LLM agents, custom ML solutions for marketing, and scalable data pipelines. The company is also building community-driven events and generative AI systems.
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