Experienced professionals · 4 years, B.Tech

Machine learning engineer resume sample

A complete, ready-to-edit resume for ML engineers applying for senior ML, applied scientist or GenAI roles. It fits on one page, follows the format Indian employers expect, and every line below is yours to copy or change.

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Aditya Rao

Machine Learning Engineer · Bengaluru, Karnataka

Professional Summary

ML engineer with 4 years building fraud and recommendation models for a payments app, and for the last year a support assistant built on large language models. I take models from notebook to monitored production service.

Skills

ML

  • Python
  • XGBoost
  • LightGBM
  • PyTorch
  • scikit-learn
  • recommender systems

GenAI

  • LLM APIs
  • RAG
  • embeddings
  • evaluation
  • guardrails
  • prompt design

MLOps

  • MLflow
  • Feast
  • Airflow
  • Docker
  • Kubernetes
  • AWS SageMaker

Data

  • SQL
  • Spark
  • Kafka

Work experience

Machine Learning Engineer, PaySetu Payments

Bengaluru · Jul 2021 – Present

  • Built a gradient-boosted fraud model scoring 40 lakh transactions a day in under 30 ms; fraud losses fell 22%.
  • Built the offer recommendation model; click-through rose 18% in an A/B test.
  • Led a support assistant using RAG over 3,000 help articles, with evaluation sets and guardrails; it now resolves 35% of chats.
  • Set up feature store, MLflow tracking and drift alerts for 9 production models.

Education

  • B.Tech Computer Science

    National Institute of Technology Karnataka · NITK · 8.5 CGPA · 2017 – 2021

Certifications

  • AWS Certified Machine Learning – Specialty – Amazon Web Services (Jan 2024 – Jan 2027)

Publications

  • Real-time fraud features at payment scale – Talk, PyData Bengaluru (2024)

Languages Known

  • Kannada – Native
  • English – Fluent
  • Hindi – Fluent

Tips for data and analytics resumes

  • Name your tools (SQL, Python, Excel, Power BI, Tableau) and the size of the data you worked with.
  • Give one or two results in numbers: a report that saved time, a model's accuracy, a decision it changed.
  • Link a portfolio, Kaggle or GitHub with real analyses.
  • Before you apply, paste the job advert into Dossier4u's ATS check: it lists the skills, years and qualifications the advert asks for that your resume does not show yet.

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