Umer Naeem

Umer Naeem

Software Engineer | Distributed Systems & AI Infrastructure Specialist

Based in: Lahore, PakistanMost recently: Software Engineer, CarbonteqExperience: 3 years

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Software Engineer with a focus on architecting high-scale distributed systems and AI infrastructure. Proven track record of delivering production-ready solutions, including a self-service data pipeline that reduced turnaround from days to minutes and optimizing ML workloads for 60K+ users. Expert in DDD, Hexagonal Architecture, and MLOps across Azure, GCP, and AWS environments. Experience leading technical teams and managing the full lifecycle of AI-powered applications.

Experience

Software Engineer

CarbonteqLahoreworkJun 2025

Summary

Architected BATflo v2 via DDD and Hexagonal Architecture, delivering a self-service data import pipeline that eliminated dev-reliant ETL bottlenecks — cutting turnaround from days to minutes for non-technical users, and a VRP-based scheduling engine (Google Route Optimization API) that automated complex field technician routing and constraint management. Automated Data Entry Workflows for First Class Healthcare using Gemini Flash 3.0 Structured Outputs. Developed backend, data pipelines and cloud infra on Azure for PRV8, an AI powered travel concierge application for HNIs.

What I did

  • Developed a VRP-based scheduling engine (Google Route Optimization API) that automated complex field technician routing and constraint management

Results

  • Automated Data Entry Workflows for First Class Healthcare using Gemini Flash 3.0 Structured Outputs, accelerating finance operations by 3-4x
  • Standardized claim handling and quirk resolution logic for FCH, ensuring consistent data processing across the finance team
  • Accelerated finance team operations by 3-4x through AI-automated data entry
  • Reduced ETL turnaround from days to minutes for non-technical users via BATflo v2
DDDHexagonal ArchitectureGoogle Route Optimization APIGemini Flash 3.0AzureAI

Associate Software Engineer

Gaper.ioHybridworkMay 2023 – May 2025

Summary

Managed and led an internship program over the 2024 Summer for 10 undergraduate students by designing and coordinating technical projects. Trained interns in GCP, containerization technologies, and MLOps practices. Developed and maintained TutorCat – an AI Homework Help iOS app with a 40K+ user base. Managed the entire lifecycle from mobile development to backend and cloud infrastructure, and implemented a CI/CD pipeline using Cloud Build and Cloud Deploy. Automated deployment with Pulumi and Kubernetes. (App Store: TutorCat, Web: solvemate-ai.jetrr.app). Optimized the AI Photo Generator for Envision Backend, serving 60K+ users, by migrating stable diffusion fine-tuning workloads from GCP Vertex AI to GKE. Reduced ML workload cold start time from 10 minutes down to 1 minute and implemented a custom internal dashboard for performance monitoring. (App Store: AI Photo Generator, Details: jetrr.com)

Results

  • Managed 10 undergraduate students in a technical internship program
  • Maintained app with 40K+ user base
  • Optimized backend serving 60K+ users
GCPContainerizationMLOpsiOSCloud BuildCloud DeployPulumiKubernetesStable DiffusionVertex AIGKE

Software Engineer Intern

Gaper.ioHybridinternshipMar 2023 – May 2023
Contributed to the development of Recruiter AI, an AI-powered matchmaking platform for recruiters and engineers. For more details, visit recruiterai.gaper.io. Developed Langchain based Retrieval Augmented Generation (RAG) system using GPT-4 to enhance matching precision. Utilized technologies such as EC2, RDS PostgreSQL, API Gateway, Route 53, S3, and ElasticSearch to support a robust infrastructure on AWS.
LangchainRAGGPT-4AWSEC2RDS PostgreSQLAPI GatewayRoute 53S3ElasticSearch

Skills

Technical

PythonPython
TypescriptTypescript
AWSAWS
CI/CD
GCPGCP
KubernetesKubernetes
Pulumi
NodeJsNodeJs
DockerDocker
PostgreSQLPostgreSQL
BunJs
Azure
ReactJsReactJs
DDD
Hexagonal Architecture
TerraformTerraform
GolangGolang
MLOps

Projects

TutorCat

Lead Developerprofessional
An AI Homework Help iOS app with a 40K+ user base. Managed the entire lifecycle from mobile development to backend and cloud infrastructure, and implemented a CI/CD pipeline using Cloud Build and Cloud Deploy. Automated deployment with Pulumi and Kubernetes.
iOSCloud BuildCloud DeployPulumiKubernetes
Visit the site

AI Photo Generator

Software Engineerprofessional
Optimized the AI Photo Generator for Envision Backend, serving 60K+ users, by migrating stable diffusion fine-tuning workloads from GCP Vertex AI to GKE. Reduced ML workload cold start time from 10 minutes down to 1 minute and implemented a custom internal dashboard for performance monitoring.
Stable DiffusionGCP Vertex AIGKEGCP
Visit the site

BATflo v2

Software Engineerprofessional
Architected via DDD and Hexagonal Architecture, delivering a self-service data import pipeline that eliminated dev-reliant ETL bottlenecks — cutting turnaround from days to minutes for non-technical users.
DDDHexagonal Architecture

PRV8

Software Engineerprofessional
An AI powered travel concierge application for HNIs. Developed backend, data pipelines and cloud infra on Azure.
AzureAI

Recruiter AI

Software Engineer Internpersonal
Internal AI-powered matchmaking prototype for recruiters and engineers. Developed Langchain-based RAG system using GPT-4 to enhance matching precision. Project remained an internal prototype due to business strategy.
LangchainRAGGPT-4AWS
Visit the site

Education

BS in Computer Science

Lahore University of Management SciencesComputer ScienceGPA 3.5

Coursework

Data StructuresAlgorithmsDatabasesSoftware EngineeringDistributed Systems

Recognition

Awards

Dean Honor List

Lahore University of Management Sciences
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