Company Description

The Ksquare Group is a consulting company focused on delivering cutting-edge technological solutions through customized projects that enhance decision-making with speed and quality. By partnering with leading technology platforms, the company accelerates digital transformation initiatives for its clients. Its core expertise includes Salesforce and data solutions, helping organizations modernize processes and leverage insights for better business outcomes. Professionals joining The Ksquare Group can expect to work in a dynamic setting centered on innovation, collaboration, and high-impact technology delivery.

Role Summary

Design and build the AI platform core: model routing/gateway layer, prompt/version management, RAG pipelines, embedding infrastructure, and vector store operations at scale.
Own model lifecycle infrastructure: fine-tuning pipelines, evaluation harnesses, A/B testing frameworks for model/prompt changes, and regression detection when models or prompts change.
Build serving infrastructure: low-latency inference paths, caching layers,



batching strategies, fallback/routing logic across multiple model providers (OpenAI, Anthropic, open-source/self-hosted).
Establish observability for AI systems: tracing, token/cost tracking, hallucination/quality monitoring, drift detection — the stuff that's invisible until it breaks in prod.
Create internal developer tooling: SDKs, APIs, and abstractions so product teams can consume AI capabilities without reinventing infra each time.
Data and retrieval infrastructure: chunking strategies, embedding pipelines, hybrid search, freshness/index management for RAG systems.
Guardrails and safety infra: content filtering, PII redaction, rate limiting, abuse detection at the platform layer.
Cost and performance optimization: model selection strategy, quantization/distillation where relevant, caching, and spend visibility across teams.
Partner directly with product/ML teams to understand real usage pat

📌 Lead AI Engineer (Hyderabad)
🏢 The Ksquare Group
📍 Hyderabad