SQL DB Architect

# ; 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
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