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Darshil Gohel

@darshilgohel

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Senior Data Scientist and Machine Learning Engineer delivering production-ready AI/ML solutions at scale.

United States

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What I'm looking for

I seek an impact-focused role building production-grade ML/NLP systems on cloud at scale, with collaborative teams, mentorship opportunities, and responsible AI practices.

I am a Senior Data Scientist and Machine Learning Engineer with over 10 years delivering scalable AI/ML solutions across healthcare, media, federal, and telecom industries.

I build end-to-end machine learning systems—from data pipelines and model development to MLOps and cloud deployment—using AWS, Databricks, PySpark, TensorFlow, and related tools, and I specialize in NLP, LLMs, and Generative AI.

I have led cross-functional teams, mentored junior talent, and driven measurable business impact: improving TV rating accuracy to 99%, reducing processing time by 96%, and influencing multimillion-dollar product investments.

I prioritize responsible AI and statistical rigor, designing production-grade Conversational AI platforms, fact-checking and RAG systems, and automated model monitoring to deliver ethical, reliable, and cost-efficient solutions.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Scientist

Current

Nielsen

Mar 2020 - Present (5 years 6 months)

Led development of flagship audience measurement platforms and large-scale ML pipelines, improving rating accuracy to 99% and reducing processing time by 96%; deployed production Conversational AI supporting 500K+ monthly interactions and reduced NLP infrastructure costs by 35%.

Pyspark Databricks AWS Sagemaker TensorFlow NLP RAG MLOps Lambda DynamoDB

Lead Data Analyst

Axxess

Aug 2018 - Mar 2020 (1 year 7 months)

Led cross-functional teams to design and deploy ML pipelines and big-data platforms, accelerating model iteration by 40% and automating document processing to cut manual review time by 80% for federal healthcare clients.

MLFlow Sagemaker TensorFlow Spark Snowflake BERT Model Monitoring AWS Glue Python

Data Analytics Intern

Idibri

May 2017 - Dec 2017 (7 months)

Developed web-based analytics and visualization tools that reduced acoustic data analysis time by 33% and enabled interactive dashboards for sound consultants using R Shiny and Plotly.

R Shiny Ggplot2 Plotly R Python Data Wrangling Statistical Analysis

Project Engineer

Wipro Technologies

Jul 2013 - Jul 2016 (3 years)

Delivered an end-to-end asset lifecycle management system that reduced operating asset costs by ~30% and built KPI dashboards tracking 200K+ assets to improve maintenance scheduling accuracy by 40%.

Python Java Tableau ETL Data Integration Asset Management

Intern – Data Integration

Wipro Technologies

Jan 2013 - May 2013 (4 months)

Implemented an AIDC RFID-based solution and integrated hardware data with IBM Maximo, improving real-time asset tracking and backend data reliability for telecom clients.

Arduino Matlab Web Services Relational Databases System Integration

Education

Degrees, certifications, and relevant coursework

The University of Texas at Dallas

Master's degree, Business Analytics

2016 - 2018

Completed a Master's degree in Business Analytics with coursework and projects focused on data analysis, machine learning, and business decision support.

Nirma University

Bachelor of Technology, Electrical, Electronics

2009 - 2013

Completed a Bachelor of Technology in Electrical and Electronics Engineering with foundational coursework in engineering principles and applied technical projects.