Available for new opportunities

Architecting Order from Chaos | Designing for
Possibilities & Adaptability

Automation Engineer & Systems Architect — crafting agentic RPA pipelines, distributed infrastructure, and production-grade LLM integrations that scale.

1+Years in DevOps
3+Systems Built
99.9%Uptime Achieved

About Me

Saad Ahmed — Automation Engineer

Automation Engineer and Systems Architect specializing in agentic RPA pipelines, distributed infrastructure orchestration, and production-grade LLM integration. I operate at the intersection of intelligent automation, DevOps, and scalable systems design.

I bring startup-grade engineering quality to every project — clean architecture, robust infrastructure practices, and zero-downtime deployments. From LLM routers to ETL pipelines, I build systems that work reliably at scale with 99.9% uptime.

Currently pursuing a Bachelor of Technology in Computer Science Engineering (2024-28) and available for freelance automation contracts and systems engineering roles. Based in India, working globally.

1+

Years in Automation

1+

Systems Engineered

90%

Cost Reduction

Technical Arsenal

Tools and technologies I use to build production-grade automation pipelines and systems.

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Featured Projects

A selection of automation, data engineering, and LLM systems built for speed, cost savings, and scale.

Sieve — Agentic ETL & Data Pipeline

Live

Developed an agentic, coded orchestration pipeline with webhooks, form submissions, and webhook triggers. Features multi-channel ingestion, async CRUD, VLM OCR, cryptographic hashing, and vector embeddings. Zero Licensing Overhead (ZLO), FOSS Stack, No SaaS footprint & Negligible-Marginal-Cost Dependency Model.

JavaScriptDockerPostgreSQLRedisn8nSkyvern

RAG Conversational Bot

Live

Built a custom knowledge-retrieval engine utilizing vector embeddings (RAG) to power an intelligent corporate chatbot with a Telegram Bot API native UI for querying internal database records.

JavaScriptSupabaseLiteLLMDockerTelegram API

Centralized LLM Router

Live

Developed a configuration-driven LLM Router that cuts TTFT latency by up to 90% via semantic KV caching, and reduces input costs by 50-90% through dynamic model tier routing.

JavaScriptRedisLiteLLMDocker
Private

Engineering Journey

Freelance Automation & Systems Engineer

2026 – Present

Developing configuration-driven LLM Routers that cut TTFT latency by up to 90% via semantic KV caching. Maximizing application uptime to 99.9% and reducing API costs by 50-90% by dynamically routing queries across model tiers.

PythonDockerRedisLiteLLMNginx

Agentic ETL & Data Pipeline Engineering

2025 – 2026

Built 'Sieve', an agentic ETL data pipeline featuring webhook triggers, programmatic web scraping, asynchronous CRUD, universal conversion, and vision-language model OCR.

Pythonn8nSkyvernPostgreSQLDocker

RAG & Conversational AI Systems

2025

Architected a custom knowledge-retrieval engine utilizing vector embeddings (RAG) to power an corporate chatbot, complete with a responsive Telegram Bot UI for real-time record lookup.

LiteLLMSupabaseVector DBTelegram Bot API

Bachelor of Technology — Computer Science Engineering

2024 – 2028

Studying foundational and advanced computer science subjects. Completed Harvard's CS50: Introduction to Computer Science to master computational thinking, memory allocation, and data structures.

CPythonSQLAlgorithmsHarvard CS50

Core Expertise

Services I provide to startups, developers, and enterprises looking to automate manual processes and scale their digital architecture.

DevOps & Systems

Infrastructure & DevOps

End-to-end systems architecture utilizing Docker containers, Kubernetes orchestrators (K3s), reverse proxy configuration, and secure CI/CD pipelines.

  • Docker & K3s orchestration
  • Nginx reverse proxy design
  • GitHub Actions CI/CD workflows
  • Centralized logging & metrics
Get a quote

Agentic Systems

Automation & RPA Pipelines

High-performance web scrapers, programmatic browser agents, async data workers, and custom web automation routines that eliminate human error.

  • Multi-channel scraping agents
  • ETL pipeline orchestration
  • Vision-language model OCR
  • Zero-cost data integration
Get a quote

AI Infrastructure

LLM Systems & AI Integrations

Production-grade LLM routing layers, semantic key-value caching nodes, multi-vector RAG search networks, and custom AI chatbot interfaces.

  • Semantic KV caching routers
  • LiteLLM API aggregation
  • Dynamic fallback protocols
  • RAG query optimization
Get a quote

Get In Touch

Let's build something great together

Whether you need an automation pipeline designed, infrastructure orchestrated, or an LLM integration built — I'm here to help. Drop a message and I'll respond promptly.

Location

Jaipur, India