# Tanvi Bagwe

> Accomplished software engineer specializing in Building Intelligent Search, real-time fraud detection,AI and ML-driven solutions and Scalable systems to deliver measurable outcomes through cross functional collaboration.

Location: Fremont, California, United States
Profile: https://flows.cv/tanvibagwe

Results-driven Staff Software Engineer with 14+ years of experience transforming business challenges into scalable technical solutions. Demonstrated expertise in building revenue-protecting fraud detection systems ($150K+ savings), customer experience platforms and AI-powered marketing tools that drive engagement and conversion. Proven leader in architecting enterprise-scale systems processing 100K+ daily events with sub-30ms latency, while collaborating across engineering, product, and business teams to deliver measurable outcomes. Deep technical expertise spans ML infrastructure, real-time data processing, and full-stack development, with a focus on creating inclusive, customer-centric solutions that accelerate business growth and operational efficiency.

## Work Experience
### Staff Software Engineer @ Walmart Global Tech
Jan 2023 – Present | Sunnyvale, California, United States
Designed and led Voice of Customer framework for B2B, using NLP to segment feedback into thematic clusters, increasing customer satisfaction and enhancing NPS reporting accuracy. Architected AI ML pipeline leveraging customer feedback to create intelligent FAQ systems and retrieval‐based QA, resulting in higher engagement with self‐service tools
Implemented real‐time Business Verification (BV) systems, significantly reducing bot‐driven sign‐up attacks and cutting third‐party verification costs by 42%.
Led migration of legacy batch processing to real‐time feature serving, cutting inference latency from 500ms → 30ms

### Senior Software Engineer @ Meta
Jan 2022 – Jan 2023 | Menlo Park, California, United States
Built automated ML training pipelines and real-time contextual signal processing
systems, enabling continuous model optimization that increased ad relevance
scores

### Senior Software Engineer @ Walmart Global Tech
Jan 2020 – Jan 2022 | Sunnyvale, CA, United States
• Transformed over 50k unstructured recipe records into actionable product recommendations using advanced text mining techniques.  
• Developed and deployed named entity recognition models achieving a 92% F1-score, automating ingredient extraction for 50,000+ recipes.  
• Enhanced customer retention by 35% and increased average order value by 25% through personalized shopping experiences at Walmart Global Tech.

### Senior Software Engineer @ Vudu - Movies & TV
Jan 2019 – Jan 2020
Working on node.js application with front end angular js

### Senior Software Engineer @ Randstad USA
Jan 2019 – Jan 2019 | Sunnyvale, California
Python, web development with Angular, express node and mongo dB

### Software Engineer @ Tata Consultancy Services
Jan 2010 – Jan 2019
Web development, Full Stack Developer( Front-end + Back End)


## Education
### B.E in computer engineer
University of Mumbai


## Contact & Social
- LinkedIn: https://linkedin.com/in/tanvi-bagwe-96993725

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Source: https://flows.cv/tanvibagwe
JSON Resume: https://flows.cv/tanvibagwe/resume.json
Last updated: 2026-04-12