about me.

Hi, I’m Jamal

Jamal smiling on a rooftop at night, city lights behind him

I build the machine learning and automation behind freight audit and claims recovery at ConData Global.

Most of my work comes down to one question: did the carrier bill what the contract says? I build the models and services that answer it at scale and the tools auditors use to act on what those systems find.

Before ConData I was a data scientist at Pure Platform, a DevOps engineer at Programmers Force and a machine learning engineer at NESCOM. I studied computer science at Bahria University in Lahore, then moved to Chicago for a Master of Applied Science in Data Science at Illinois Tech.

Outside work I love traveling and exploring, from day trips around Chicago to a two week road trip through five national parks. I still dabble in esports graphic design too.

Years across ML, data engineering and DevOps
5+
Production systems I built and own
5
Addresses classified by Resi Audit
440K+
Recall on duplicate payments already on record
90%

experience.

  1. ConData GlobalOperations Engineer / Data Scientist nov 2025 to nowOperations Engineer dec 2023 to nov 2025dec 2023 to now
  2. Pure PlatformData Scientistjan to may 2023
  3. Programmers ForceDevOps Engineerjan to aug 2021
  4. NESCOMMachine Learning Engineerjul 2018 to sep 2019

education.

Illinois Tech campus at dusk with the Chicago skyline behind itmay 2023 / chicago, ilIllinois Institute of TechnologyMaster of Applied Science, Data Science
Bahria University Lahore campus buildingjul 2020 / lahore, pakistanBahria UniversityBachelor of Science, Computer Science

toolkit.

languages.

PythonSQLBashRJavaScript

ml and ai.

LLMsRAGMCPprompt engineeringNLPclassificationclusteringfuzzy matchingpredictive modelingscikit-learnTensorFlowpandas

engineering.

FastAPIFlaskREST APIsApache AirflowSeleniumETL pipelinesDockerGitJenkinsCI/CDLinuxNginx

cloud and data.

AzureAzure Machine LearningAzure AI SearchAWSSQL ServerPostgreSQLMySQLMongoDBSupabaseVercel