Senior AI Systems Architect (RAG & Agentic AI)- Contract Role

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Hiring Remotely in Mumbai, Maharashtra, IND
In-Office or Remote
AdTech • Artificial Intelligence • Information Technology • Marketing Tech • Software
The Role

Senior AI Systems Architect (RAG & Agentic AI)

Consultant | Part-Time (20–30 hrs/week) | India
Compensation- ₹2,000 – ₹3,000 per hour (based on seniority & depth we’re open to negotiation with the right candidates)
Estimated monthly (20–30 hrs/week)
Experience: 5-8+yrs
Reports to: CTO
Location: Remote

We’re looking for a production-grade RAG & Agentic AI expert to design and scale real-world AI systems.This is NOT a prompt engineering or chatbot role.We need a backend/distributed systems engineer who has built and operated AI infrastructure under real traffic.

What You’ll Architect & Own


Retrieval-Augmented Generation (RAG)

  • Knowledge base ingestion pipelines
  • Token-aware & semantic chunking strategies
  • Embedding model selection & tradeoffs
  • Vector DB design & optimization
  • Metadata filtering & multi-tenant isolation
  • Hybrid search (vector + keyword)
  • Retrieval reranking & high-QPS caching
  • Retrieval evaluation (recall@k, MRR, hit rate)
  • Grounded generation & hallucination mitigation
  • Knowledge base versioning & rollback
  • Large-scale indexing strategies

 Vector Search Systems

  • Pinecone, Milvus, Weaviate, OpenSearch vector, etc.
  • ANN indexing & similarity search optimization
  • High-dimensional embedding tuning
  • Query latency optimization
  • Cost-performance tradeoffs in embedding storage
  • Scaling under heavy concurrency

Agentic AI Systems

  • Structured outputs (JSON schema enforcement)
  • Tool-calling workflows
  • Action gating & policy enforcement
  • State-machine conversation design
  • Retry/fallback strategies
  • Confidence scoring
  • Idempotent action execution
  • Failure handling in multi-step workflows
  • Hallucination containment
  • Memory architecture (short-term, long-term, structured slots)

Production LLM Infrastructure

  • Low-latency LLM pipelines
  • Rate limiting & per-tenant quotas
  • Token optimization & cost control
  • Observability (latency, retrieval quality, tool accuracy)
  • Distributed systems design
  • Concurrency handling
  • Fault tolerance & graceful degradation

Governance & Evaluation

  • Document lifecycle management
  • Knowledge version control
  • Tenant-level data isolation
  • Audit trails & retrieval traceability
  • Compliance-aware data handling
  • Offline retrieval evaluation
  • Grounding verification
  • Retrieval benchmarking datasets
  • Continuous quality monitoring
  • Drift detection
  • Error analysis workflows

Ideal Background

  • 5–8+ years backend engineering
  • Strong distributed systems experience
  • Search / Information Retrieval background
  • Built production AI systems beyond prototypes
  • Scaled systems under real traffic

Not a Fit If

  • Only prompt engineering experience
  • Only chatbot building experience
  • Only academic ML without production systems
  • Junior-level LLM API usage

Why Work With Us?

Joining Meera.AI means stepping into a challenging yet incredibly rewarding opportunity. As part of our team, you’ll help build digital marketing and outbound automation innovations from the ground up-alongside talented specialists and with strong financial backing.

Because we’re still in the early stages of our journey, you’ll gain first-hand experience in the full lifecycle of a fast-moving startup-from acquiring our first customers to scaling and raising multiple funding rounds. If you choose to grow with us.

What We Do at Meera.AI

Meera.AI is an AI-powered customer engagement and automation platform designed to help businesses scale conversations, accelerate lead conversions, and significantly boost revenue-without relying on manual outreach. We combine AI-driven SMS, voice, email, and WhatsApp automation with deep CRM integrations to help companies: Our mission is simple: to help businesses create meaningful, revenue-driving customer conversations using the power of AI.

Work/Life Balance at Meera.AI

We want to be honest about the realities of an early-stage startup. At this stage, flexible hours and hustle can make a meaningful difference in our impact. Sometimes this means working later into the evening or, on rare occasions, supporting a weekend push-but this is driven by personal ambition, not expectation.

We operate with:

  • Flexibility: You manage your schedule in the way that helps you do your best work.
  • No hidden expectations: We don’t expect anyone to overwork.
  • Direct access to leadership: We maintain an open-door policy-everyone can reach out to the leadership team anytime for support or feedback.

Our Culture & Values

At Meera.AI, culture is everything. We look for individuals who thrive in ownership-driven, collaborative, and honest environments.

Our values include:

Curiosity: We are obsessively curious about all possibilities and options.  

Trust : We engage in ways that ignite and nurture trust with everyone, and within everything we do.

Empathy: We put human emotions into our solutions, humanizing everything. 

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The Company
HQ: Vancouver, BC
56 Employees
Year Founded: 2011

What We Do

Mantra is the parent company behind Meera.ai, an AI-powered texting platform that helps sales and admissions teams reach leads faster, qualify them with human-like conversations, and drive more conversions. In addition to building Meera, Mantra previously operated Legal Growth Marketing—a performance-based lead generation company—which was recently acquired by a major media and technology group backed by one of the world’s largest private equity firms.

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