Resume

AI Engineer and Data Scientist with production experience deploying LLM-integrated systems, REST APIs, and end-to-end ML pipelines. Built and shipped conversational AI, predictive analytics models, and GCP data pipelines across internships at Sofnix and Data Zenix. Currently completing a B.Sc. in Computer Science at the University of Sargodha (2022–2026).

Experience

Data Zenix - Associate Data Scientist

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Built and shipped production data pipelines and ML models at a data science firm in Karachi.
  • Surfaced a linear correlation between GDP growth and external debt, and a 40% rising poverty trend, by building an end-to-end pipeline (Python, Pandas, NumPy) across five integrated economic indicators, then deploying findings via an interactive dashboard on GCP.
  • Achieved a Car Price Prediction MAE of 1.0 using a Decision Tree Regressor with systematic feature engineering and hyperparameter tuning.
  • Identified TV ad spend as the dominant sales driver (R²=0.897) by building a multi-channel Sales Prediction pipeline with OLS regression across 200 advertising records.

Sofnix Pvt. Ltd - Junior AI Engineer & Full Stack Developer

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Designed and shipped ML models, conversational AI systems, and backend infrastructure at a software firm in Islamabad.
  • Improved system efficiency by 20% by designing and deploying ML models for predictive analytics using Python and TensorFlow, exposing inference through REST API endpoints consumed by the production .NET Core backend.
  • Boosted customer engagement by 15% by building conversational AI systems with LLM integration, handling intent classification, context management, and response generation via a microservices architecture.
  • Reduced query latency by redesigning MySQL schemas and structuring efficient data ingestion workflows to support real-time model serving requirements.

Education

Skills

Data Engineering

PandasMySQLNumPyGCP (BigQuery, Mage)MongoDBpgvector

Deployment & Infra

REST APIsGCP (BigQuery, Mage)Microservices (.NET Core)

LLM & AI Engineering

Conversational AIFastAPILLM IntegrationRAGIntent Classificationpgvector

Languages

PythonC++JavaScriptRPHP

ML / AI

PythonDecision TreesRegression ModellingScikit-learnTensorFlowRXceptionNet (CNN)

Visualisation & BI

Tableau

Web Development

FastAPIJavaScriptNode.jsReact

Selected Courses

References available upon request. Get in touch →