Neha Kumari

Technical Program Manager

Bengaluru, Karnataka, India11 yrs 3 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Reduced manufacturing product development time by 50%.
Implemented AI solutions saving significant manual effort.
Pioneered data quality governance framework earning an award.

Stackforce AI infers this person is a Data Analytics and Machine Learning expert in the Manufacturing and SaaS industries.

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Skills

Core Skills

Technical Program ManagementData AnalyticsAi & MlData Quality GovernanceData AnalysisMachine LearningFinancial ModelingData MigrationTesting

Other Skills

PythonDocument AIRAGLLMsAnalyticsRASA FrameworkAnomaly DetectionAutoencodersCATBOOSTLinear RegressionExploratory Data AnalysisEnsemble LearningRisk ManagementRevenue RecognitionDebugging

About

• 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

11 yrs 3 mos

Total Experience

2 yrs 9 mos

Average Tenure

3 yrs 11 mos

Current Experience

Google

Technical Program Manager

May 2022 – Present · 3 yrs 11 mos · Bengaluru, Karnataka, India · On-site

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.

PythonDocument AIRAGLLMsData Quality GovernanceTechnical Program Management+1

Lowe's india

Senior Data Analyst

Aug 2020 – May 2022 · 1 yr 9 mos · Bengaluru, Karnataka, India

Working on end-to-end implementation of Chatbot for vendor onboarding system from scratch using RASA Framework
Implemented Anomaly Detection Models using Autoencoders to detect Failure of Nexpose Application.
Implemented CATBOOST model to handle Missing values for identifying owner of Assets.
Working closely with business partners and stakeholders to determine how to design analysis and measurement approaches to improve their ability to understand and address emerging business issues
Implemented advanced and innovative analytical techniques, algorithms, and tools to make data actionable and relevant to stakeholders through exploratory analysis of internal and external data sources
Identified gaps in the team’s existing reporting and tools suite and managing portfolio monitoring, dashboards, and reporting.

RASA FrameworkAnomaly DetectionAutoencodersCATBOOSTData AnalysisMachine Learning

Citrix r&d india private limited

Senior Data Analyst CITRIXR&D

Apr 2018 – Aug 2020 · 2 yrs 4 mos · Greater Bengaluru Area

2019-02 - Current Senior Data Analyst
CITRIX R&D, BENGALURU, KARNATAKA
Citrix Pricing Model: working with finance team to build a model to predict price for new products developed by Citrix based on different features using linear Regression model.
Monthly and Quarterly Exploratory Data Analysis for Citrix Revenue to identify key products and customers for Citrix Revenue growth and comparison from previous quarter which help business to have insight for future investment using python pandas.
Enhanced supervised classification accuracy for Risk Management model to identify payment terms for different products and customers using Ensemble learning- ADboost,XGboost
Working on Revenue Recognition Tool-Zuora(Revpro) from front end which takes care of billing and Revenue Recog for all orders pushed from SAP and generates different data required for sales and Revenue Analysis.
Built different functions from scratch for different KPI meterics to compare revenue growth across brand,sub- brand,product,company code, region and sub-region

Linear RegressionExploratory Data AnalysisEnsemble LearningRisk ManagementRevenue RecognitionData Analysis+1

Huawei technologies india

2 roles

Associate technical engineer service

Jan 2015 – Apr 2018 · 3 yrs 3 mos

Worked as Data Migration engineer to migrate data from legacy system to Huawei system
E2E testing and installation of software package.
Testing of Fee Calculation, Billing and Tax, General Ledger, Web Services,Configuration between Huawei System and third Party.
E2E, UAT and Cutover Testing Knowledge.
Involved in Test case design and testing process.
Integrated Huawei Billing system and CRM with 3rd party system using Web Service and FTP/File protocol
Involved with documentation team for learning courseware and e-learning course development and Training delivery to customer on-site.