Hello, I'mSangeeth
Backend engineer & AI systems builder with ~6 years of experience crafting scalable data pipelines, agentic architectures, and developer tools. I build things that think.
about_me
# Background
I'm a software engineer with ~6 years of experience building backend systems, enterprise data pipelines, and AI-powered tooling. I've worked across large-scale consumer analytics platforms and legacy system modernization projects.
Currently deep into the agentic AI space — building knowledge engines, tool-calling architectures, and structured output systems that bridge LLMs with real-world data sources.
I believe in clean architecture, automation over manual toil, and shipping production-grade systems — not prototypes.
# Philosophy
- Systems Thinking
Every service is part of a larger system. I design for composability, failure tolerance, and observability from day one.
- Automate Everything
If a task is repetitive, it deserves a script. I build pipelines and tools that eliminate toil and free up human creativity.
- Ship & Iterate
Pragmatism over perfection. Get it working, get it tested, ship it — then refine. Speed and quality aren't opposites.
experience.log
Backend Engineer — Data & Analytics Platform
Building and maintaining enterprise-scale data pipelines for a global analytics company. Engineering Python-based automation services, optimizing database performance, and working within cross-functional distributed teams under Agile.
- Architected modular Python services for large-scale consumer measurement data processing
- Optimized SQL pipelines and database structures for high-throughput analytics workloads
- Built internal monitoring dashboards and automation tooling to reduce manual overhead
Systems Engineer — Backend & Data Engineering
Backend development and data engineering at a large IT services company. Focused on legacy system modernization, cloud migration prep, and building modular Python architectures.
- Refactored enterprise legacy systems into modular Python architectures for cloud readiness
- Managed backend integrations with Apache Hive, Oracle DB, and enterprise data frameworks
- Recognized for code quality and championing modern engineering practices
B.Tech — Electronics & Communication (IoT Specialization)
Graduated with distinction. Built capstone projects in computer vision (OpenCV, YOLO), IoT sensor networks, and ML-based prediction systems.
# tech_stack
Tools and technologies I work with daily.
Languages
Backend & Data
AI & Agentic Systems
Infrastructure & Tools
./projects
cogniverse
A next-gen personal knowledge engine and interactive 3D constellation visualizer built on Google's Open Knowledge Format (OKF v0.2). Features Python AST compiler, force-graph visualization, and structured knowledge management.
sangeeth_okf
Personal knowledge base built on Google's Open Knowledge Format v0.2 spec. Structured markdown documents with YAML frontmatter covering skills, career, projects, and digital footprint — designed for agent consumption.
portfolio
This cyberpunk-themed portfolio site. Built with Astro, vanilla CSS, and zero JavaScript frameworks. Features matrix rain effects, terminal-style UI, CRT scanlines, and a monospace-forward design system.
smart_security_system
University capstone: real-time security monitoring using OpenCV face detection, YOLO object detection, Raspberry Pi camera module, and Firebase cloud integration.