Profile

Umair Mirza

Lead Software Engineer | AI/ML Engineer

Lahore, Pakistan

Computer Scientist with a passion for transforming innovative ideas into impactful solutions, coupled with a strong aptitude for leadership and driving team success.

Skills

Education

Bachelor's in Computer Science

National University of Computer and Emerging Sciences (FAST-NUCES)

Lahore, Pakistan

GPA: 3.21

Dean's List GPA consecutively for 4 semesters in final 2 years

Teacher's Assistant for 1.5 years

I am a Software Engineer with expertise in developing Web-GIS applications and scalable data pipelines. I love to peel abstractions of computer science as well the providing value to the consumers to generate impact and make money. My focus is on creating scalable solutions that make a positive impact. I like to reason from first principles and enjoy working on challenging problems

January 2024 - Present

Lead Software Engineer at Farmdar

  • Leading a team of 10+ engineers developing Mulltiple AgriTech Products, YieldPro - a B2B and B2B2C platform monitoring real-time crop conditions across 100,000 acres
  • Cropscan -Developed an AI-powered crop classification platform covering over 350 million acres globally
  • Esurvey & Developro mobile applications
  • Built monolith Golang architecture and centralized tech infrastructure supporting multiple applications
  • Managing infrastructure with Terraform and Kubernetes while building ML models
GolangPostGISKubernetesMachine LearningAWSMapbox

March 2023 - December 2023

Software Engineer at Farmdar

  • Collaborated in startup's early stages on core challenges
  • Worked with MongoDB design and optimization
  • Maintained React/Redux codebase with Kepler
  • Developed internal console for geospatial data management
ReactMongoDBKeplerGISMapbox

October 2022 - September 2023

Software Engineer at Tectiers

  • Developed distributed financial software using Angular and Python
  • Created parser for Excel macro conversion
  • Enhanced backend systems and database operations
AngularPythonPostgreSQLMapbox

YieldPro Platform

B2B and B2B2C platform for monitoring real-time crop conditions with AI-powered classification

GolangPostGISMachine LearningKubernetesGISMapboxAWSTerraform
YieldPro Platform

Roman Urdu Compiler

Custom language compiler built in C++ enabling native community to code using Roman English, featuring Syntax Directed Translation.

C++Compiler DesignLanguage Processing
Roman Urdu Compiler

Airflow Data Pipelines

Data pipelines for parallel processing of satellite imagery and weather data using Apache Airflow, Google Earth Engine, and QGIS

Apache AirflowGoogle Earth EngineQGISGISGDALRasterio
Airflow Data Pipelines

Cropscan

Crop classification platform using AI and satellite imagery covering 350 million acres globally, able to display GBs of data in seconds

MapboxMongoDBKeplerGISRemote Sensing
Cropscan

AI-based Mobile Application

Android application using Deep Learning for grouped facial recognition accounting to low light classroom environments with Java/Kotlin interoperability.

AndroidDeep LearningKotlinPython
AI-based Mobile Application