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Architect (.NET) — AI Platform

Architect (.NET) — AI Platform

Marlabs LLCBengaluru, Karnataka, India
9 days ago
Job description

🚀 Hiring : Architect (.NET) — AI Platform

Experience : 10–15+ years (3–5+ years AI / ML platforms)

Location : Bengaluru / Mysuru / Pune / Kochi

Employment Type : Full-time

About the Role

We are looking for a hands-on . NET Architect to lead the end-to-end design and delivery of an AI-driven platform. This platform powers recommendation engines, NLP search, LLM / SLM integrations, data scraping, and large-scale systems across web, mobile, and messaging channels—with computer vision use cases included.

What You’ll Do

  • Own the platform architecture on .NET (C#, ASP.NET Core) and cloud-native services (Azure / AWS / GCP)
  • Ship AI search & recommendations with candidate generation, re-ranking, A / B testing, and pipelines
  • Integrate large language models (LLMs) & small language models (SLMs) with prompt orchestration and guardrails
  • Design NLP search combining lexical, semantic, vector retrieval, and relevance evaluation
  • Build and serve computer vision pipelines (OCR, similarity, detection, moderation) at scale
  • Guide front-end architecture for AI UX (React, Next.js, TypeScript) focusing on performance and telemetry
  • Lead mobile AI experiences (.NET MAUI, React Native, Swift / Kotlin), including on-device inference
  • Design messaging assistants for WhatsApp, Slack, Teams, SMS with workflows and analytics
  • Oversee data scraping, ingestion, and normalization with ethical and compliant practices
  • Ensure non-functional excellence : scalability, resiliency, security, latency, compliance, observability
  • Mentor engineers, run design reviews and RFCs, and produce reference implementations and playbooks

Must-Have Qualifications

  • Deep expertise in .NET (C#, ASP.NET Core, async I / O, performance, security)
  • Proven experience architecting AI / ML platforms and deploying production workloads
  • Hands-on with recommendation engines, NLP search techniques (BM25, embeddings, vector DBs)
  • LLM / SLM integration experience with Azure OpenAI / OpenAI / local models, prompt routing, caching, safety
  • Front-end proficiency : React, Next.js, design systems, accessibility, state management, performance
  • Mobile app experience : .NET MAUI / Xamarin, React Native, Swift / Kotlin, release pipelines, crash analytics
  • Messaging infrastructure : event streams (Kafka / Event Hubs), chat / bot platforms (Slack, Teams, WhatsApp)
  • Computer vision : model serving, pipelines, OpenCV, deep learning frameworks familiarity
  • Strong system design skills for distributed, event-driven systems, caching, partitioning, backpressure
  • Cloud-native : Azure / AWS / GCP, containers (Docker / Kubernetes), Infrastructure as Code (Bicep / Terraform), CI / CD
  • Observability expertise : OpenTelemetry, tracing, metrics, dashboards, cost / performance optimization
  • Excellent communication and cross-functional collaboration skills
  • Nice to Have

  • Vector search (Azure AI Search, Elastic / OpenSearch, Pinecone, Weaviate)
  • LLM tooling (Semantic Kernel .NET, LangChain .NET, guardrails, evaluation harnesses)
  • MLOps experience (MLflow, SageMaker, Azure ML, streaming / batch pipelines)
  • On-device ML (Core ML, NNAPI, ONNX Runtime Mobile) and edge computing (WebAssembly / WebGPU)
  • Push notification & messaging infrastructure (FCM / APNs, webhooks, rate limiting)
  • Video / image processing at scale with real-time inference pipelines
  • Tech Stack (Indicative)

  • Backend : .NET 7 / 8, ASP.NET Core, gRPC / REST, MediatR
  • Data / Infra : Kafka / Event Hubs, Redis, Postgres / SQL Server, Kubernetes
  • Search / Semantic : Azure AI Search, Elastic / OpenSearch, vector DBs, RAG pipelines
  • AI / LLMs / CV : Azure OpenAI, local SLMs, Semantic Kernel, OpenCV, ONNX Runtime, PyTorch / TensorFlow
  • Frontend : React, Next.js, TypeScript, Tailwind CSS, telemetry, feature flags
  • Mobile : .NET MAUI, Xamarin, React Native, Swift / Kotlin, OTA updates
  • Messaging : Slack, Teams, WhatsApp, Twilio, webhook / bot frameworks
  • Observability : OpenTelemetry, Prometheus, Grafana, App Insights, CloudWatch
  • If you’re passionate about building cutting-edge AI platforms with deep technical expertise and leadership, let’s connect!

    Share your profile at Shivraj.Suresh@marlabs.com

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    Ai Platform Architect • Bengaluru, Karnataka, India

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