yb
Resume

00loss 3.13

Yaman Bosnali

Data scientist. I build ML systems and the interfaces that explain them.

Open to full-time data science and ML roles from summer 2027US · Dubai · UK and Europe

View projectsResume
Loss landscapeA contour map of a loss surface with one global minimum and two local minima. From the marked start, plain SGD gets stuck in a local minimum, while Momentum and Adam reach the global minimum.global minlocal minlocal minstart
AdamMomentumSGD (stuck)

start · loss 3.13

01loss 2.31

About

I'm a senior at Tufts University studying Data Science, with minors in Engineering Management and Entrepreneurship, graduating in May 2027. I build machine learning systems end to end, along with the layers that make them trustworthy, reliable, and safe. I speak Turkish and English. When I'm not working with data, I'm usually somewhere with a lot of elevation.

Education
Tufts University, B.S. Data Science
Minors
Engineering Management, Entrepreneurship
Graduating
May 2027
GPA
3.96 / 4.00 · Dean's List
Languages
Turkish (native) · English (C2) · Spanish (intermediate)

02loss 1.47

Experience

  1. epoch 1Summer 2025Dubai, UAE

    Trend MicroCyber Security Intern

    • Researched ML approaches for detecting DNS covert-channel communications, a network threat that evades signature-based detection.
    • Contributed to a custom VirtualBox lab environment to test detection scenarios.
    • Analyzed XDR reports and ran simulated threat scenarios, including credential dumping, on Trend Vision One's AI-driven platform.
    • Earned the Certified Vision One XDR Professional credential.
    • Trend Vision One
    • VirtualBox
    • ML research

  2. epoch 2Summer 2026Online

    LeverXAI Engineering Intern

    • Engineered an LLM planning agent that decomposes an 11-field intake questionnaire into a four-layer training plan (yearly, monthly, weekly, daily session), exposed via a FastAPI service over PostgreSQL with a browser UI.
    • Enforced structured-output validity through 11+ cross-field Pydantic validators mirrored by matching PostgreSQL CHECK constraints and a retry-with-feedback loop.
    • Authored 74 offline tests covering all validators, exercise filtering, and generator chaining, with no network, database, or API key.
    • Python
    • FastAPI
    • PostgreSQL
    • Pydantic
    • LLMs

  3. final epochMay 2027Medford, MA

    Tufts UniversityB.S. Data Science

    • Double minor in Engineering Management and Entrepreneurship.
    • Cumulative GPA 3.96 / 4.00, Dean's List.

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Projects

beforeafterPR-AUCclimatology baseline → LightGBM0.320.60Explanation faithfulnessungrounded → grounded in SHAP2%98%

Personal project · LLM explanation layer

Flight Disruption Forecaster

Predicts US flight disruptions from 10.9 million flights plus weather data, with an LLM explanation layer grounded in SHAP attributions.

flights
10.9M
PR-AUC
0.32 → 0.60
faithfulness
2% → 98%
  • Python
  • LightGBM
  • SHAP
  • MLflow
  • FastAPI
  • Streamlit
  • Docker
Live demoGitHub
11-field intake → LLM → validated planyearmonthweekdaywarm-upmain setcool-down

LeverX · AI Engineering internship

LLM Training Plan Agent

An LLM agent that turns an 11-field intake questionnaire into a four-layer training plan, served through FastAPI over PostgreSQL with a browser UI.

validators
11+
offline tests
74
plan layers
4
  • Python
  • FastAPI
  • PostgreSQL
  • Pydantic
  • LLMs
GitHub
MEDFORD textparsed treeparse--out✓ nested imports✓ variables

Tufts Computational Biology Research Group

MEDFORD Metadata Parser

Submitted to VLDB 2026

Built the --out feature for MEDFORD, a metadata language for scientific datasets, reconstructing parsed files back into text with nested imports and variable substitutions preserved.

automated tests
10+
EXIF fields mapped
9
parser bugs fixed
2
  • Python
  • Parsing
  • Research software
GitHub

More on GitHub →

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Skills

Tools listed by where I've actually used them.

Languages

  • PythonPlan agent · Flight forecaster · MEDFORD
  • SQLPlan agent · Coursework
  • C++Coursework
  • RCoursework

Modeling

  • LightGBMFlight forecaster
  • SHAPFlight forecaster
  • LLMsPlan agent · Flight forecaster
  • PyTorchCoursework
  • Scikit-learnCoursework

Data

  • PostgreSQLPlan agent
  • PandasFlight forecaster
  • NumPyCoursework
  • MLflowFlight forecaster

Serving and infrastructure

  • FastAPIPlan agent · Flight forecaster
  • PydanticPlan agent
  • StreamlitFlight forecaster
  • DockerFlight forecaster
  • Hugging FaceFlight forecaster

Security

  • Trend Vision One (XDR)Trend Micro
  • VirtualBoxTrend Micro

CourseworkMachine Learning · Database Systems · Statistical Pattern Recognition · Visual Analytics · Data Structures · Linear Algebra · Discrete Math · Statistics

05loss 0.003

Let's talk.

Open to full-time data science and ML roles from summer 2027. The fastest way to reach me is email.

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