profile-pic

Aayush Raina

Over a decade (14+ years) of diverse and rich experience in the Software and Data engineering challenges in Nano manufacturing semiconductor Defect Inspection domain. I have a keen interest in applying efficient and pragmatic approaches in application design, development and machine learning.
  • Role

    AI/ML Architect | Algorithm Engineer

  • Years of Experience

    7.58 years

Skillsets

  • Java
  • Indexing
  • Observability
  • Online monitoring
  • Priority scheduling
  • Resource utilisation
  • roadmap planning
  • Scaling
  • Unsupervised methods
  • Dynamic weight initialisation
  • Under-sampling techniques
  • Auto-encoder based methods
  • In-memory decompression
  • Drift monitoring
  • Python
  • PyTorch
  • Computer Vision
  • Scikit-learn
  • Big Data
  • Data Engineering
  • Generative AI
  • SciPy
  • Cnn
  • Data Analysis
  • Machine Learning
  • SQLite
  • gans
  • Java
  • Lambda
  • Mongo DB
  • MySQL
  • NumPy
  • pandas
  • Postgres
  • Pydantic
  • Python - 10 Years
  • PyTorch
  • AWS - 4 Years
  • SAM
  • SQL - 14 Years
  • anomaly detection
  • application design
  • Big Data
  • Caching
  • CRUD operations
  • Data Engineering
  • device management
  • Distributed Caching
  • Domain Adaptation

Professional Summary

7.58Years
  • Feb, 2025 - Present1 yr 3 months

    Senior Manager Machine Learning

    Applied Materials India
  • Feb, 2023 - Jan, 20251 yr 11 months

    Algorithm Developer

    Applied Materials India
  • Jan, 2021 - Mar, 20232 yr 2 months

    Software Architect

    Applied Materials India
  • Jun, 2010 - Oct, 20122 yr 4 months

    Senior Software Developer

    Huawei

Applications & Tools Known

  • icon-tool

    pandas

  • icon-tool

    PyTorch

  • icon-tool

    Pydantic

  • icon-tool

    Postgres

  • icon-tool

    SQLite

  • icon-tool

    AWS

  • icon-tool

    Lambda

  • icon-tool

    SAM

  • icon-tool

    MATLAB

  • icon-tool

    Python

  • icon-tool

    SQLite

  • icon-tool

    Spark

  • icon-tool

    Pandas

  • icon-tool

    Pydantic

  • icon-tool

    Redis

  • icon-tool

    Kibana

  • icon-tool

    AWS

  • icon-tool

    S3

Work History

7.58Years

Senior Manager Machine Learning

Applied Materials India
Feb, 2025 - Present1 yr 3 months

Algorithm Developer

Applied Materials India
Feb, 2023 - Jan, 20251 yr 11 months

Software Architect

Applied Materials India
Jan, 2021 - Mar, 20232 yr 2 months

Senior Software Developer

Huawei
Jun, 2010 - Oct, 20122 yr 4 months

Achievements

  • Winner Hackathon23 India and Israel in Generative AI - Application of CTGANs
  • Winner Best Oral Presentation Israel23- Technical Paper on Scaling ML Pipelines to 20X for Next Generation Needs

Major Projects

1Projects

Skin Cancer Classification using Ensemble Deep CNNs with Random Forest on Image Metadata on ISIC 2019 Datasets

Education

  • Masters in Data Science

    LJMU, UK (2021)

  • B Tech in Computer Science

    School of Engineering, CUSAT, Cochin (2010)