Akhil K. - Machine Learning Engineering Intern | FRATCH

en
de

Berkeley, United States

Experience

May 2025 - Aug 2025

4 months

Dubai, United Arab Emirates

Machine Learning Engineering Intern

Property Finder

Created an advanced forecasting model to predict real estate prices for millions of properties in the UAE for up to 1 year in the future, achieving an average error of 12% and implemented custom transformer architecture in PyTorch.
Built a SOTA price prediction model to estimate property prices in the UAE with an average error of 5%, designing a Mixture of Experts model using classical ensembling techniques and custom deep learning models. Won best tech award at the 2025 PF Hackathon.
Assisted in extracting insights like sentiment and agent behavior from calls between real estate agents and customers.

Jan 2025 - May 2025

5 months

Berkeley, United States

Adaptive Learning Content Author

OATutor

Created problems on SQL, Pre-Calculus, Physics, and Chemistry for the open source tutoring system OATutor through the Undergraduate Research Apprenticeship Program at Berkeley.
Improved inbuilt NLP model PromptHive using prompt engineering, and created and edited over 200 questions.

May 2024 - Present

1 year 8 months

Berkeley, United States

Upper Division Math Peer Tutor

Student Learning Center at Berkeley

Tutored Numerical Analysis, Real Analysis, Complex Analysis, and Abstract Linear Algebra for over 100 students at the Student Learning Center (SLC) at Berkeley.
Hosted exam review sessions.

Jan 2024 - Jun 2025

1 year 6 months

Berkeley, United States

Project Manager

Uber

Jointly led a project for Uber focused on ways to increase the use of EVs during airport trips and improve Uber Green by performing data analysis on real-world data, managing five consultants.
Consulted for 1000 Skis, based in Sweden, focusing on making the ski manufacturing process more sustainable.

Languages

English

Intermediate

Education

Aug 2021 - Dec 2025

University of California at Berkeley

Computer Science; Applied Math; Data Science · Berkeley, United States · 3.62

Certifications & licenses

Deep Learning Specialization

Coursera

Game Theory 1 & 2

Coursera

Machine Learning Specialization

Coursera

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