Bibek Dhakal
@bibekdhakal2
Associate ML Engineer at FlyRank AI who improved CTR opportunity scoring and exposed validation leakage.
NepalWhat I'm looking for
At FlyRank AI, I built a CTR opportunity-scoring model to rank web pages for SEO metadata review. On a client-holdout split, the Random Forest reached 0.64 Precision@50 versus 0.26 for the hand-written rule.
I also showed that a random split overstated model performance and planted deliberate leaks to confirm the validation caught them. I published a research paper documenting the work and its limitations.
Through my software engineering internships and contracts, I built products including the AcademiaOS MVP and an e-commerce admin panel. My projects have also included containerized ML services, data pipelines, and model deployment systems.
Experience
Work history, roles, and key accomplishments
AI / ML Engineering Intern
FlyRank AI
Jul 2026 - Sep 2026 (2 months)
Built a CTR opportunity-scoring model for SEO metadata review, comparing rule-based, logistic regression, and random forest models. Demonstrated the impact of validation leakage and published a research paper.
Data Science & ML Apprentice
Skill Shikshya
Apr 2026 - Jun 2026 (2 months)
Studied ML mathematics, classical ML, and deep learning fundamentals. Built ML applications served with FastAPI and containerized with Docker, and completed a final project.
Software Engineering Contractor
Nextwave Technology
Apr 2025 - Jul 2025 (3 months)
Shipped Flutter features and fixes, supported a Google Play Store launch, and migrated corporate websites to Next.js.
Software Engineering Contractor
Walkers Hive
Nov 2024 - Apr 2025 (5 months)
Built an e-commerce admin panel with React, MUI, and Redux-Saga, and developed Next.js frontends integrated with PHP backends.
Education
Degrees, certifications, and relevant coursework
Skill Shikshya
Data Science & ML Diploma, Data Science & ML
2026 - 2026
Completed a Data Science & ML Diploma at Skill Shikshya in 2026.
FlyRank AI
Machine Learning Internship, Machine Learning
2026 - 2026
Completed a Machine Learning Internship at FlyRank AI in 2026.
Tribhuvan University
Bachelor of Computer Application, Computer Application
Completed Bachelor of Computer Application (BCA) in August 2026.
Kaggle
Pandas, Feature Engineering, Intro & Intermediate ML, Data Science
Completed courses on Pandas, Feature Engineering, and Intro & Intermediate ML.
Tech stack
Software and tools used professionally
Availability
Location
NepalAuthorized to work in
Salary expectations
Social media
Job categories
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