About – Akansh Bharadwaj

Who I Am

I'm a software and machine learning engineer working primarily on production systems — the kind that need to be shipped, maintained, and iterated on inside real products.

My background combines applied AI with strong systems engineering — from building ML-powered features in regulated SaaS environments to low-level game development with C++ and OpenGL.

What I Work On

Most of my experience is around applied ML in larger software environments: backend services, data pipelines, evaluation workflows, and the glue that holds them together. I'm comfortable moving across layers when needed, especially when things break.

Current focus areas:

Production ML Systems: Building and refining end-to-end ML pipelines
Automation & Tooling: Evaluation workflows and maintainability tooling
Agentic Workflows: Experimenting with RAG and autonomous systems

How I Approach Problems

Clear System Boundaries: I believe in well-defined interfaces and predictable behavior
Debuggability First: I prefer solutions that are easy to understand over clever shortcuts
Operational Impact: I think about deployment, monitoring, and maintenance from day one
Incremental Iteration: Working software over perfect design

Experience

Machine Learning Engineer Dec 2024 – Present
Core Solutions Inc.
- Built and owned end-to-end ML-powered product modules within a modern SaaS EHR platform
- Designed modular Python-based ML services exposed via REST APIs
- Translated business requirements into deployable AI functionality
- Led Enterprise Data migration from heterogeneous environments
Game Developer May 2024 – Nov 2024
Game Design Plus
- Developed event-driven, real-time gameplay systems with strict performance constraints
- Designed UI/state transitions and debugged complex interactive systems

Education

Bachelor of Technology in Computer Science — GPA: 9.21/10

Achievements