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Okasha Saeed

@okashasaeed

Aspiring data scientist developing search-ranking prediction and financial news sentiment tools through projects and internships.

Pakistan

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At FlyRank, I completed a research-focused machine learning internship covering research framing, data contracts, leakage testing, baseline scoring, model training, and validation audits, culminating in a capstone research report. I also built a Random Forest classifier to flag declining search pages for content refresh, benchmarked against a rule-based baseline.

My projects include a FinBERT-powered stock prediction and recommendation system with a Streamlit dashboard, and a credit risk system that generates loan approval decisions. I’ve also completed applied machine learning and deep learning projects at CodeAlpha and worked on e-commerce, virtual showroom, and ML-based chatbot solutions during my internship at Ellipse Studio.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

FlyRank

Aug 2026 - Sep 2026 (1 month)

Completed a structured ML capstone internship involving research framing, data contracts, leakage testing, baseline scoring, model training, and validation audits, culminating in a full capstone research report.

Machine Learning Research Data contracts Leak Testing Scoring Model Training Validation

AI & ML Intern

CodeAlpha

Aug 2026 - Aug 2026 (0 months)

Built two applied projects, a deep learning project and a machine learning project, covering data preprocessing, model training, and evaluation.

Deep Learning Machine Learning data preprocessing Model Training Model Evaluation

AI & Data Science Intern

Data Alcott Systems

Jul 2026 - Jul 2026 (0 months)

Worked on NLP and machine learning-focused projects, studying context-level and collaborative models used in search systems. Completed a project-based internship in applied AI and data science, earning a certificate of completion.

NLP Machine Learning Search Systems AI Data Science

Internship

Ellipse Studio

Aug 2025 - Oct 2025 (2 months)

Collaborated with a cross-functional team on real-world client projects, contributing to daily workflows and gaining hands-on industry exposure. Worked on e-commerce store development, virtual showroom experiences, and ML-based chatbot solutions, supporting technical teams from planning through implementation.

Ecommerce Virtual Showroom Chatbot Collaboration Troubleshooting