Ahsan A.

I make solutions as simpler and cheap as possible. In the age where your AI bill is breaking your bank balance. I give solutions to minimize your expense while keeping quality and deployment speed.

• End-to-End Real Estate Data Pipeline & Analytics

  Ghakhar Real Estate · 2023 — 2024
  • Developed a GitHub Actions workflow that scraped over 15,000 real estate listings hourly while following rate limits and compliance rules. • Built a Python (Pandas/NumPy) cleaning pipeline that removed duplicates, missing values, and inconsistent formats, cutting data errors by 40%. • Deployed a real-time Flask analytics dashboard that provides pricing trends, geographic heatmaps, and predictive market insights with less than 2 seconds of latency. • Maintained 98% pipeline uptime and reduced client teams’ manual data-entry workload by 80% after full production integration.

• Product Review Sentiment Analysis Platform

  Freelance · 2024 — 2023
  • Built end-to-end NLP classification pipelines to predict positive or negative product reviews from business datasets. • Cleaned and analysed review text, generating word-cloud visualizations to highlight the most common positive and negative terms. • Trained and compared models: Dense Keras (89% train / 50% test) and LSTM Keras (99% train / 83% test accuracy). • Delivered a Streamlit application that provides top product analytics and real-time sentiment prediction for stakeholders.

• CNN-Based Pest Identification System

  Air University · 2022 — 2023
  • Developed and deployed a production CNN system that improved real-time pest detection accuracy by 22% over baseline models. • Curated and processed over 12,000 field images, addressing class imbalance and quality issues to create a robust training dataset. • Designed and fine-tuned four architectures (ResNet50, MobileNetV2, VGG16, and a custom lightweight CNN optimized for edge deployment). • Reduced false positives by 35% through careful data-leakage mitigation and class-specific fine-tuning, achieving 94.7% accuracy on production test sets.

• Diploma Software Engineering

  iPED, Islamabad
• High School Diploma

  Beacon House School System, Islamabad