Python package for product engineering teams
Adhithyan Vijayakumar
Backend-heavy full-stack engineer with 8+ years of experience turning complex product problems into scalable systems. Python is home base, but the architecture stays language-agnostic.
Quickstart
Instantiate a product engineer.
from adhithyan import Engineer
engineer = Engineer(
stack=["Python", "Django", "React", "Next.js", "Kotlin", "PHP"],
mode="backend-heavy_fullstack",
instincts=["systems", "product", "reliability"],
language_policy="choose the right tool",
)
engineer.ship(
outcome="measurable business impact",
style="calm architecture, fast iteration",
)I build resilient web products across ed-tech, SaaS, and enterprise platforms. My best work sits where backend architecture, experimentation, observability, and product judgment meet.
Python is the language I reach for instinctively, but I am language-agnostic in practice: I have shipped with Django, React, Next.js, PHP, Kotlin, Java, Ruby, and the stack that best fits the system.
Pytest report
Impact tests passing.
test_scaled_databus_backend
Scaled backend traffic from 1K to 100K+ daily requests with query tuning, caching, and async tasks.
test_checkout_conversion_lift
Delivered A/B-tested React and Next.js checkout variants for Udemy with a 5-10% conversion lift.
test_python2_to_python3_migration
Led a near zero-downtime migration of HappyFox Helpdesk from Python 2 to Python 3.
test_operational_visibility
Migrated route-sharing error tracking to Sentry and improved production diagnosis loops at Bolt.
Changelog
Release history.
Senior Software Engineer
Improving reliability across route-sharing and incident handling systems in Tallinn.
- Migrated production error tracking to Sentry.
- Proposed circuit breaker protection for verification flows.
- Participated in on-call rotations and production incident resolution.
Senior Software Engineer, Fullstack
Built checkout experiments and APIs across React, Next.js, Django REST, GraphQL, and gRPC.
- Boosted Japanese market checkout conversion by 5-10%.
- Reduced localization QA cycles by roughly 40%.
- Shaped API architecture trade-offs between Django and Kotlin services.
Lead Engineer, Backend
Architected a Django school management platform from the ground up.
- Scaled throughput to 100K+ requests per day.
- Led a 4-member engineering team with 99.9% uptime.
- Reduced deployment errors with CI/CD, pre-commit hooks, linting, and tests.
Software Development Engineer II
Built growth systems with Next.js, SSR, APIs, and webhook-based certification workflows.
- Automated expert badge assignment between Vimeo Experts and SAP Litmos.
- Increased creator engagement by around 8% through UI experiments.
- Refactored custom MVC PHP modules for faster rollout.
Backend Engineer
Grew from backend engineer into full-stack builder across Django, Ember, Celery, and integrations.
- Migrated the Helpdesk platform from Python 2 to Python 3.
- Replaced a legacy job framework with Django Celery.
- Delivered enterprise integrations and security improvements.
Dependencies
Importable modules.
Maintainer notes