Neha Kumari

About Neha Kumari

A purpose-driven Analyst with deep analytical and quantitative expertise and master’s in data Analyst and Machine learning• Leads modelling processes which include: gathering business requirements, data cleaning, EDA, model creation, validation, tuning, maintenance, verifying the integrity of data used for analysis, ad-hoc Data Analysis and presenting results in a clear manner.• Understanding and translating business requirements into technical concepts as preparation for ML & AI application development.• Ability to successfully demonstrate, develop and run analytics (scripts) using specialized tools and platforms, specifically SQL, Python, Spark for data analysis and modelling. • Management and maintenance of data from multiple sources and creating data pipelines to ingest data from multiple sources • Experience in client facing across globe, communicating with clients, project scoping, presenting results, designing solutions, implementation, storytelling to stake holders• Basic idea of web application / API server, Docker, Git, AWS, Linux operation, CI/CD pipeline.• Build deep learning, Machine learning, Text Analysis models in Deep Learning Framework (Kera’s) and its associated packages (e.g, NumPy, pandas, scikit-learn),RAG based solution using LLM and prompt engineering.

Experience

1. Technical Program Manager

   Google

   May 2022 — Present · Bengaluru, IN

   As a Technical Program Manager at Google, I specialize in transforming complex, manual processes into scalable, data-driven solutions that accelerate product development and improve operational efficiency. I lead cross-functional teams to automate critical workflows, develop dashboards, manage the analytics portfolio, track SLAs, and ensure data quality. I am actively involved in hands-on activities for all my projects and creating MVPs gives me the power to excel in my role by clearly understanding the technical challenges and implementation. I am active leaner and data geek and invest my time learning new research happening mostly in ML and AI domain as it keeps me charged and motivated for my work. I am passionate about using AI & ML in my products as the Manufacturing domain gives me enough access to all kinds of data and I try to harness power using advanced analytics.My work has directly led to a 50% reduction in manufacturing product development time, an 80% decrease in manual effort for key processes, and significant cost savings. I pioneered AI-powered solutions to automate Manufacturing Test coverage analysis and implemented a data quality governance framework that earned a Cloud Impact Tech Award. By leveraging advanced technologies like Python, Document AI, RAG(Graph Rag)and LLMs, I deliver robust enterprise-level platforms that provide executive-level visibility and enable data-driven decision-making. I\'m passionate about building innovative tools that not only solve immediate problems but also create sustainable, long-term value for the organization.

Education

• Analytics vidya

  Blackbet programme in Data science

• Rajiv Gandhi Prodyogiki Vishwavidyalaya

  Bachelor's degree, Electrical, Electronic and Communications Engineering Technology/Technician

  2009 — 2013

• Indian Institute of Science (IISc)

  Master's, Computational Data Science

• Simplilearn Alumni

  Masters in Data Analytics, Data Science

  2020 — 2020

Skills

• Customer Service
• Project Management
• Manual Testing
• C
• Microsoft Powerpoint
• Sql