AMResume
Open to AI and backend engineering roles

Abhinav Musrif

Software Engineer - AI Systems & Backend

I build AI-powered products and backend systems using Python, FastAPI, TypeScript, and modern infrastructure. My work focuses on APIs, automation, LLM integrations, and software that is useful in production.

ResumeGitHubLinkedInContactView Work
PythonFastAPILLM integrationsBackend systems

What I build

AI products and backend systems

Available

Main work

Python APIs, automation workflows, AI integrations, and product backend work.

Also interested in

Performance-oriented software, systems work, and where C++ fits when efficiency matters.

Toolkit

PythonFastAPITypeScriptSQLDockerLinux

About

Backend and AI systems work

I build product-focused software with Python, FastAPI, TypeScript, and modern deployment tooling.

Professional summary

I’m a software engineer focused on AI systems and backend development. I build APIs, automation workflows, and AI-powered product features using Python and modern web tooling. Most of my work sits around practical implementation: getting systems working cleanly, reliably, and end to end.

Approach

I like building software that solves a real problem and holds up technically. That means clear backend structure, sensible APIs, reliable workflows, and AI features that do more than look good in a demo. I also have an active interest in performance-oriented software and the role C++ can play when system constraints matter.

Skills

Tools and systems I work with

The emphasis is on practical backend and AI systems work: languages, services, orchestration, and infrastructure that support useful software.

Languages

PythonC++TypeScriptSQL

AI Systems

LLM IntegrationsRAG PipelinesVector DatabasesAI Automation

Backend & APIs

FastAPIREST APIsBackend ArchitectureWorkflow Orchestration

Infrastructure & Tools

DockerLinuxGitCloud Deployment

Databases

MySQL

Featured Work

Selected projects

A few projects that reflect my work in AI systems, backend development, automation, and practical product builds.

AI workflow project

AI Dynamic Video Creator for Education

This project automates educational script generation through a backend pipeline. I built the workflow for handling prompts, structuring outputs, and turning manual content work into a repeatable service flow.

PythonFastAPILLM APIsAutomation Workflows
Project highlights
  • Automated script generation workflow
  • Backend services for content orchestration
  • LLM API integration inside a repeatable pipeline
  • Reduced manual effort in content production

IoT systems project

IoT-Enabled Autonomous AgriBot

This project combines sensor inputs, automation logic, and monitoring for a smart farming setup. I worked on the software and control flow needed to make irrigation and spraying decisions based on live conditions.

ESP32IoT SensorsCloud MonitoringAutomation Logic
Project highlights
  • Integrated sensors with ESP32
  • Automated irrigation and spraying decisions
  • Built monitoring and visualization interfaces
  • Improved water-use efficiency through logic-driven control

Current build

Chitraagni

Chitraagni is an active AI product build. The focus is on useful features, better product decisions, and backend work that can support a real application instead of a demo-heavy concept.

PythonFastAPITypeScriptAI Integrations
Project highlights
  • Focused AI product work
  • Backend-first implementation
  • Cleaner scope and execution
  • Built around useful features instead of demo polish

Ongoing lab work

Applied AI / Backend Systems Lab

This section covers smaller builds that still show useful backend and AI work: internal tools, API-driven experiments, and automation utilities that are worth showing even when they are not full standalone products.

PythonFastAPITypeScriptSystems Experiments
Project highlights
  • Backend-first experiments
  • API-driven builds
  • AI automation utilities
  • Smaller projects with practical value

Useful smaller builds belong here even when they are not large enough to stand alone as featured projects.

Current Work

What I’m working on now

I’m currently working on a small set of product and engineering ideas with a stronger focus on execution, backend quality, and useful AI features.

In progress

Amretra

An active build focused on product clarity, cleaner execution, and backend-first implementation.

Current build

Chitraagni

An AI software project centered on practical use, cleaner product decisions, and solid backend work.

Experiment

Milnazaroor

A personal build thread for testing ideas, workflows, and public-facing product work.

Notes

Builder notes

Short notes on shipping AI features, keeping backend systems clear, and choosing the right tools.

013 min read

Building AI systems that actually ship

Why shipping AI features is mostly a backend and product problem.

Read note
022 min read

Why backend clarity matters

Clear APIs and clean responsibilities make software easier to change.

Read note
033 min read

Where Python helps and where C++ starts to matter

Using Python for speed and C++ when performance starts to matter.

Read note

Links

GitHub, LinkedIn, and resume

Find my code, experience, and resume here.

GitHub

@Build4mBottom

Projects, experiments, and code.

LinkedIn

abhinav-musrif

Experience, stack, and background.

Resume

PDF

A one-page summary for hiring.

Contact

Send a message directly

If you want to discuss a role, a backend project, or an AI product build, send a message here.

Best for roles, backend work, AI product builds, or serious project conversations.