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Ayush Siddhant

@ayushsiddhant

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Backend engineer specializing in scalable AI systems and agent-based architectures.

India

Message

What I'm looking for

I seek backend/AI roles building scalable agent-driven systems with strong engineering practices, cloud-native deployment, and collaborative, product-focused teams.

I am a backend engineer with a strong focus on building scalable AI-driven systems, agent frameworks, and high-performance APIs. I have designed and implemented production services such as crypto risk classifiers, region-aware TTS pipelines, embedding-based job-matching engines, and vector-search backed chatbots across enterprise and education platforms.

My work spans real-time systems, RAG-powered conversational agents, cloud migrations, and DevOps practices including Docker and Kubernetes. I combine practical engineering with AI/LLM toolkits (LangChain, OpenAI Agents SDK, CrewAI) to deliver reliable, performant solutions that drive product value.

Experience

Work history, roles, and key accomplishments

Current

Backend Engineer

Current

TheAgentic

Sep 2025 - Present (9 months)

Built backend systems for an agent-based enterprise automation platform, developed a crypto risk analysis service, implemented region-aware TTS pipelines, and designed an embedding-based job-matching engine.

Python fastAPI WebSockets Redis PostgreSQL Weaviate TTS Embeddings REST APIs

Backend Engineer

Qlaws.ai

Jun 2025 - Sep 2025 (3 months)

Refactored document summarization pipelines, migrated vector storage to Weaviate, built automated legal drafting workflows, and designed a high-performance chatbot architecture using Redis and PostgreSQL.

Weaviate Redis PostgreSQL Python Vector Databases Summarization S3 Chatbot Architecture

Backend Engineer

MINTRIX

Nov 2024 - May 2025 (6 months)

Developed a RAG-powered chatbot to enhance student interaction, integrated CRM pipelines to track engagement, and optimized APIs for scalable AI-based learning workflows.

RAG Python REST APIs CRM Integration PostgreSQL Scalability Chatbot