bolt AWS · AI/ML · Observability

Architecting Intelligence
at Scale.

Building robust, scalable infrastructure for the next generation of AI-driven applications. Specialising in AWS environments, advanced machine learning models, and real-time observability pipelines.

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AIF Study Path

A comprehensive, structured roadmap for mastering the AWS Certified AI Practitioner exam. Includes study guides, practice questions, and architectural labs — hosted on AWS via this repo.

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AI Games Warehouse

Experimental, browser-based games powered by on-device and cloud AI inference. Testing the limits of generative content in real-time — deployed via GitHub Actions to games.atla.in.

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monitoring

Observability Nexus

Real-time platform health monitoring and distributed telemetry dashboard. Aggregates logs, metrics, and traces for rapid anomaly detection — running on EC2 with a FastAPI backend.

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Inference Speed 24ms trending_down
Uptime 99.99% trending_up
Active Models 12 horizontal_rule
AWS Region ap-south-1 cloud

Engineering Depth

cloud

AWS

EC2 Lambda S3 CloudWatch Bedrock AIF-C01
psychology

AI / LLM

Claude API RAG Multi-Agent Embeddings Vector DB Prompt Eng.
code

Platform

Python FastAPI Next.js Docker GitHub Actions Grafana

Open to opportunities.

Looking for roles in AI/ML infrastructure, cloud architecture, or platform engineering. Let's build something together.

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