About Aivar Innovations

Aivar is an AI-first technology partner where cutting-edge technology meets industry expertise to supercharge your projects. Our AI-augmented teams accelerate development, reduce time-to-market, and deliver exceptional code quality. We bring together the best minds in tech to craft scalable, repeatable solutions that drive real momentum for your business.
Technical Focus

Own accelerators’ intelligence core: the governance processing engine, multi-agent document extraction, knowledge graph construction, LLM orchestration, and the Evals Engine for cross-model benchmarking. Ship production systems processing 100K+ enterprise documents.
Functional Expectations
Build the governance engine — reasoning against business rules, compliance validation with green/red-line thresholds, and action execution
Design multi-agent orchestration across the 6-n stage pipeline with structured reasoning chains and tool-use patterns
Implement multi-format document extraction (PDF, TIFF, JPG, structured data) using OCR, layout analysis, and table extraction models




Build the decision graph / context graph that accumulates institutional knowledge from human-in-the-loop interventions
Develop the Evals Engine for A/B testing across LLM providers (GPT-4, Claude, Llama, Mistral) with regression testing
Implement responsible AI guardrails — bias detection, confidence calibration, explainability layers

Optimize inference cost and latency through quantization, caching, and intelligent model routing
Must-Have Technical Skills
Production LLM experience —Anthropic, Bedrock APIs + open-source models (Llama, Mistral)
Agentic frameworks — Strands Agents, LangChain, LangGraph, CrewAI, AutoGen, or custom multi-agent systems
Document AI — OCR, layout parsing (LayoutLM), table extraction, Textract/Unstructured.io
Vector databases — OpenSearch, Pinecone, Weaviate, pgvector; RAG architecture design
Solid async Python engineering — production-grade, not note

📌 Senior Ai/ml Engineer Agentic Systems Bengaluru
🏢 Aivar Innovations
📍 Bengaluru