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Akshat Soni

@akshatsoni26

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I build production AI systems, RAG pipelines, and cloud-native full-stack platforms.

India

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What I'm looking for

I'm looking to build reliable AI products, RAG systems, and distributed cloud infrastructure where I can own systems end to end, solve production reliability problems, and ship high-impact features.

At Lexomat, I architected and shipped a production AI legal-tech platform from 0→1, owning everything from infrastructure to frontend. I built an AI-driven legal document generation engine for customized contract drafting, versioning, and export.

I engineered a high-throughput FastAPI and pgvector RAG pipeline over more than 5 million legal documents and embeddings. I also built asynchronous LLM workflow orchestration with TaskIQ and Redis, plus CI/CD evaluation guardrails for prompt regressions and retrieval failures.

Previously at eSaral, I migrated a legacy monolith to a React SPA in 15 days, cutting page loads from 3 seconds to under 1 second and enabling faster iteration for a 200+ member engineering organization. I also built a fault-tolerant quiz experience for 10,000+ daily active users and automated document workflows with AWS Lambda and Python, reducing operational overhead by 80%.

I'm a self-taught software engineer who transitioned from mechanical engineering into AI infrastructure, distributed systems, and full-stack product development. I also open-source LLM reliability and distributed task orchestration projects and write about practical AI architecture.

Experience

Work history, roles, and key accomplishments

Current

Founding Engineer (Full-Stack AI/Backend)

Current

Lexomat

Jan 2025 - Present (1 year 8 months)

Designed and implemented an AI-driven document generation engine, architected a production AI legal-tech from 0 to 1, and engineered a high-throughput RAG pipeline scaled to over 5 million legal documents. Orchestrated the full system lifecycle from architecture design to deployment and monitoring.

Vector Databases Vertex AI fastAPI Pgvector TaskIQ Redis Stripe Billing CI CD E2E Testing

Software Engineer (Full-Stack Frontend/Backend)

eSaral

Jul 2023 - Dec 2024 (1 year 5 months)

Built a fault-tolerant quiz frontend for 10,000+ daily active users, executed a solo 15-day frontend migration to a modern React SPA, and automated document workflows via AWS Lambda and Python. Shipped critical features for a cross-platform React Native mobile application.

React React Native IndexedDB Broadcast Channel API AWS Lambda Python Core Web Vitals SPA Architecture Backend Automation

Education

Degrees, certifications, and relevant coursework

Rajasthan Technical University, Kota

Bachelor of Technology, Mechanical Engineering

2019 - 2023

Grade: 8.14 CGPA

Pursued a Bachelor's of Technology in Mechanical Engineering with Honors, achieving a CGPA of 8.14. Self-taught software engineer who transitioned to architecting production AI systems and distributed cloud infrastructure.