Aisha Javed

ABOUT ME

Deep Learning | Machine Learning | https://towardsdatascience.com/@aisha.jv70 |

I’m a builder focused on shipping stuff that works, usable from day one, and shipped fast. I build with customers, not just for them, getting signals early to create products that click and to adapt when they don’t.

Islamabad (+05:00)

Joined September 2018

EXPERTISE

Python

5 years experience

Python fast api

5 years experience

5 years experience

5 years experience

5 years experience

3 years experience

5 years experience

SOCIAL PRESENCE

GitHub

Unfolding-Naive-Bayes-from-Scratch

Jupyter Notebook

claude-everything

Reusable Claude Code skills for Python/FastAPI backends

Community Posts

Unfolding Naïve Bayes from Scratch !

W hether you are a beginner in Machine Learning or you have been trying hard to understand the Super Natural Machine Learning Algorithms and you still feel that the dots do not connect somehow, this post is definitely for you!

EMPLOYMENTS

Founding Engineer

Intelligent Artificials GmbH, Germany

2025-10-01-Present

Founding engineer; shaped product vision, translating requirements and user journeys into technical specs and implementation plan...

Founding engineer; shaped product vision, translating requirements and user journeys into technical specs and implementation plans across BE and FE. Led AI-driven engineering workflows from day one using Claude with reusable skills covering coding conventions, testing, architecture guardrails, and a ticket planning and execution harness. Open-sourced at https://github.com/aishajv/claude-everything.
Architected and bootstrapped a multitenant construction procurement SaaS as a modular monolith with DDD bounded contexts, defining repository patterns, API route structure, and data layer conventions using FastAPI, PostgreSQL, and Alembic, deployed on Railway.
Designed durable per-tenant job orchestration pipelines using Inngest with retry handling, step serialization, and memoized steps, with frontend polling endpoints.
Set up test infrastructure with pytest, implementing a test pyramid across unit and integration layers using the factory pattern via factory boy.
Built an AI-powered tender classification engine that auto-categorizes construction positions against tenant-defined categories using the Anthropic API.
Built a CI/CD pipeline with GitHub Actions for Python monorepo microservices, replacing manual release processes and enforcing quality gates via ruff and mypy in a matrix strategy. Cut deployment time 70% (~28min → ~8min) by parallelizing deployments, migrating to Poetry for deterministic lock files with dependency caching, and moving Docker builds into CI/CD.
Eliminated environment version drift by migrating from unpinned requirements.txt to Poetry with per-service pyproject.toml, automating dependency resolution across local, CI/CD, and prod builds.
Executed a canary migration of tenant data from JSON to PostgreSQL using feature toggles and a dual-write pattern to avoid downtime.
Defined the technical hiring process and onboarded the founder to scale engineering team.

Python

SQL

PostgreSQL

Python

SQL

PostgreSQL

Azure

SQLAlchemy

Migration

TypeScript

GitLab

Docker

Microservices

Docker Compose

Terraform

Infrastructure as Code

CI/CD

RESTful API

Vercel

Claude

Monolith architecture

Drizzleorm

Anthropic

Inngest

Python fast api

Edtech Founder

https://www.codegic.xyz/

2025-03-01-Present

Researched learner pain points by mining Reddit threads and conducting user interviews. Identified that many still struggle with ...

Researched learner pain points by mining Reddit threads and conducting user interviews. Identified that many still struggle with coding logic after boot camps or degrees, and defined the UVP as “think first, code later".
Implemented backend in FastAPI (Python) and deployed on Railway. Built frontend in Next.js (with AI) on Vercel and integrated Bunny.net streaming for content delivery.
Launched an end-to-end MVP with 4 chapters and gathered feedback through 1:1 user sessions. Discovered mature
learners preferred text-first learning and pivoted from video to text content for faster iteration.
Built an AI-based content generation engine to create lessons, coding challenges, evaluations, and summaries. Applied
Bloom’s taxonomy to align with the platform’s pedagogy and “think first, code later” UVP.
Orchestrated AI-assisted development using v0.dev for frontend design and Cursor for frontend/backend development.
Focused on code evaluation, integration, and iteration to ship fast.
Shaped the roadmap for a Minimum Sellable Product (MSP) with paywalls and early adopter pricing.
Attracted 80+ signups from early users and outlined upcoming lead-generation and email campaigns.

Python

Firebase

GitLab

Python

Firebase

GitLab

Auth

Docker

Jwt

Next.js

CI/CD

Fastapi

Vercel

Software Development Engineer II (Backend)

sennder Technologies GmbH

2023-02-01-2025-01-01

Reduced risk of lost revenue from unbilled invoices (e.g., €700K in Germany) and accelerated billing, lowering Days Sales Outstan...

Reduced risk of lost revenue from unbilled invoices (e.g., €700K in Germany) and accelerated billing, lowering Days Sales Outstanding by 15–20 days. Transitioned from batch ETL pipelines to real-time data synchronization using Kafka between internal order management systems and NetSuite ERP.
Developed REST APIs and critical features to the NetSuite Integration Project. Utilized test factories to ensure production-grade code quality, maintainability, and ease of adding new features.
Led EKS migration initiative. Developed a POC to transition 08 ECS services (kafka consumers, webapp, alembic migrations) to EKS. Enabled replication across repositories. Planned milestones and sprints.
Orchestrated knowledge-sharing sessions on EKS setup, traffic switching, debugging, and cleanups to ensure production
migration with minimal downtime, and documented runbooks with POC walk-throughs, including Datadog dashboards.
Acted as the primary point of contact for MRs feedback, ensuring alignment on standardized IaC, and consistent CI/CD
pipeline structures across multiple team repositories throughout the migration process.
Led end-to-end replatformization and migration of a system handling financial disputes between shippers and carriers, transitioning from a monolith to microservices as part of the company’s monolith exit initiative.
Designed and architected the integration of Kafka topics as data sources using domain-driven design, bootstrapped the project repo with infra, code structure, and DB sources across environments, and configured metric alerts for monitoring.
Implemented the Outbox Pattern in backend services to improve reliability, resiliency, and latency, migrated services to Kafka topics with revised schema for integration with upstream changes.
Supported on-call operations and contributed to code reviews. Conducted technical interviews to hire top talent.

Python

SQLAlchemy

Docker

Python

SQLAlchemy

Docker

Apache Kafka

Datadog

Fastapi

PROJECTS

CodegicView Project

2025

Researched learner pain points by mining Reddit threads and conducting user interviews. Identified that many still struggle with coding l...

Researched learner pain points by mining Reddit threads and conducting user interviews. Identified that many still struggle with coding logic after boot camps or degrees, and defined the UVP as “think first, code later". Implemented backend in FastAPI (Python) and deployed on Railway. Built frontend in Next.js (with AI) on Vercel and integrated Bunny.net streaming for content delivery. Launched an end-to-end MVP with 4 chapters and gathered feedback through 1:1 user sessions. Discovered mature learners preferred text-first learning and pivoted from video to text content for faster iteration. Built an AI-based content generation engine to create lessons, coding challenges, evaluations, and summaries. Applied Bloom’s taxonomy to align with the platform’s pedagogy and “think first, code later” UVP. Orchestrated AI-assisted development using v0.dev for frontend design and Cursor for frontend/backend development. Focused on code evaluation, integration, and iteration to ship fast. Shaped the roadmap for a Minimum Sellable Product (MSP) with paywalls and early adopter pricing. Attracted 80+ signups from early users and outlined upcoming lead-generation and email campaigns.

Python

GitHub

GitLab

Python

GitHub

GitLab

Docker

Next.js

CI/CD

Fastapi

Vercel