Open to opportunities

Harish Samtiya

@harishsamtiya

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Machine learning engineer specializing in NLP, computer vision, and big data.

India

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What I'm looking for

I seek roles building production ML systems (NLP/CV) with scalable data pipelines, collaborative teams, and opportunities to optimize model performance and impact business outcomes.

I am a machine learning engineer experienced in building scalable ML and big data solutions, with hands-on expertise in NLP, computer vision, and ETL pipelines on Azure Databricks. I have implemented production-ready PySpark transformations, migrated ETL workflows to Delta Lake architecture, and developed deep learning models using PyTorch and TensorFlow.

I hold practical internship and industry experience delivering transformer-based NLP models, custom CNNs, and end-to-end predictive systems, and I am certified in Machine Learning and Deep Learning. I focus on model performance, reproducible pipelines, and actionable insights to drive business value.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer – Big Data

Current

Celebal Technologies

Feb 2025 - Present (8 months)

Migrated ETL pipelines from Google BigQuery and Apache Airflow to Azure Databricks using Delta Lake, implemented Azure Data Factory orchestration, and developed scalable PySpark ETL workflows ingesting data from SAP, Capillary APIs, and flat files to improve scalability and fault tolerance.

Pyspark Azure Data Factory Databricks Delta Lake Apache Spark SQL Optimization Event Hub ETL

AI Intern - NLP & Transformers

JK Lakshmipat University

May 2024 - Jul 2024 (2 months)

Researched NLP and large language models, built a transformer from scratch in NumPy/PyTorch, fine-tuned transformer models for summarization and classification, and evaluated models using BLEU and F1 on domain datasets.

PyTorch Transformers NLP Tokenization Masked Language Modeling BLEU Model Evaluation

Education

Degrees, certifications, and relevant coursework

JK Lakshmipat University

Bachelor of Technology, Computer Science and Engineering

2021 - 2025

Grade: CGPA: 7.24

Bachelor of Technology in Computer Science and Engineering completed with practical coursework and projects in machine learning, deep learning, NLP, and big data analytics.