Backend Systems
Python services, REST APIs, database workflows, retries, and operational tooling.
Shlok Soni
Python-first Software Engineer
I build backend systems, automation, and practical AI tools for production workflows.
$ systems --useful
Backendproduction systems
AIpractical workflows
GameWealth Wheel
209LeetCode solved
Systems I Build
Backend reliability with useful AI where it belongs.
Applied AI Workflows
LLM-assisted routing, extraction, validation, and workflow tooling where plain automation is not enough.
LLM & RAG Workflows
Context-aware routing, vector search, LangChain, and assistant architectures.
Automation
Crawler fixes, backend jobs, Excel-driven workflows, email delivery, and production triage.
Selected Work
Selected work that shows how I think, build, and ship.
A Monopoly-inspired strategy game built as a personal product, with multiplayer-style gameplay, trade flows, bot behavior, release environments, and production-minded iteration.
Unified Document Processor
A configurable processing architecture for regulatory PDF and form workflows, replacing scattered extraction logic with mappings, validation, and human-readable QA output.
LLM / Agent Architecture
An enterprise assistant design that routes requests across API calls, backend database queries, and retrieval over large schemas using embeddings, MySQL, and Redis-style context.
Experience
Production experience, kept short.
Software Engineer, Accumn / Yubi Group
Own and operate backend, automation, crawling, data processing, bureau data, and authentication workflows in production fintech environments.
Software Engineering Intern, Accumn / Yubi Group
Built production-facing tools and workflows that led to a full-time conversion.
Data Science Intern, Kshatra Infotech
Worked on data processing, annotation, OpenCV, YOLOv8 exploration, and model-evaluation workflows.
Skills
The stack I reach for most.
PythonFastAPIJavaSpring MVCSQL
PostgreSQLMySQLMongoDBRedisVector DBs
LLMsRAGLangChainOpenCVPrompting
DockerAWS EC2/EKSLambdaS3Linux
PlaywrightSeleniumGitNginxJenkins
Education & Recognition
A few supporting signals.
MCA, Nirma University
Ranked 5th in Gujarat for MCA admissions through ACPC / CMAT
BEYOND CODERS - Series Crackers winner
Let's build something reliable, useful, and production-ready.
I'm open to backend, applied AI, and automation work where practical systems matter.