Open to opportunities

Janvi Umendra

@janviumendra

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Product-focused software engineer driving AI-enabled solutions for operational efficiency.

India

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What I'm looking for

I seek product- and impact-driven roles where I can build AI-enabled systems, work cross-functionally, and scale solutions that reduce manual work and deliver measurable business value.

I am a product-focused software engineer with hands-on experience building AI-driven solutions and scalable data systems. At Amazon I co-developed a RAG-based GenAI assistant and built data warehousing capabilities that improved analysis and retrieval performance.

I combine technical skills in AI, Python, SQL, Java, cloud (AWS) and web stacks with product tools like Figma and user research to deliver features that cut manual work and save costs — for example, automating PAN verification and detecting unhealthy Carrier APIs to improve tracking success and reduce manual checks.

I apply design thinking and market research to iterate product concepts, from an IoT smart keypad to a vertical-farming business plan, and I enjoy cross-functional collaboration to turn prototypes into production features that drive measurable impact.

Experience

Work history, roles, and key accomplishments

Software Development Engineer

Amazon

Sep 2024 - Oct 2025 (1 year 1 month)

Co-developed a RAG-based GenAI assistant over an S3-backed knowledge base trained on 86.9 GB of delivery planning data, reducing manual data aggregation time by 14 minutes and winning 1st place among 8 teams; implemented PAN Legal Name compliance and Carrier API health detection features that cut manual checks by 4,000 weekly, improved tracking success from 91% to 94%, and drove projected annual s

Python AWS S3 GenAI Data Warehousing SQL Distributed Systems

Summer Intern

Efftronics

May 2022 - Jul 2022 (2 months)

Contributed to end-to-end product lifecycle for an IoT-enabled Smart Keypad, prototyping, testing, and deploying the Edge Smart Keypad Mobile App and validating 15+ device and app features.

IoT Embedded Systems Prototyping Testing Requirements Gathering Edge Computing & QA

Education

Degrees, certifications, and relevant coursework

Birla Institute of Technology and Science, Pilani

Bachelor of Engineering (Hons.), Electrical and Instrumentation

2020 - 2024

Grade: CGPA 8.02

Activities and societies: Courses: Design Thinking for Innovation and Entrepreneurship, Strategic Management, Principles of Economics, Probability and Statistics, Creating and Leading Entrepreneurial Organizations; Projects in AI, IoT, blockchain; Startup Zone Lead, HULT Prize runner-up.

Completed a B.E. (Hons.) in Electrical and Instrumentation with a CGPA of 8.02, covering courses in design thinking, strategic management, economics, probability and statistics, and entrepreneurship.