Bed Occupancy Reliability (US Market): Identified root cause of silent sensor failures in US hospital deployments, traced to mattress density and threshold logic gaps; designed full calibration strategy and drove rollout across 1,000+ live devices
Improved bed occupancy detection accuracy from ~45% to 85%+ through sensor data analysis across 95 devices; contributed to clinical validation with 50+ subjects; system now active on 2,000+ deployed devices
Defined and shipped auto-calibration during device installation, reduced a manual multi-step process to single-click, enabling scalable US deployments targeting 10,000+ devices
Issue RCA automation: Identified 10-min/device manual diagnosis bottleneck; built timeline-based automated analysis tool, cut analysis time to <1 min/device (>90% reduction)
Owned product requirements and execution across 3+ product releases; built executive dashboards surfacing activation and adoption gaps that directly influenced roadmap prioritization
Product – Growth Intern
Languify Pvt. Ltd.
Bengaluru, India
March 2024 — July 2024
Ran WhatsApp A/B growth experiments achieving peak CTR 39% and CVR 22%; designed Campus Programs to enhance the acquisition pipeline
Identified awareness gaps; created 10 B2B product videos addressing pain points, improved funnel engagement; contributed to enrollment in Stanford Seed Spark program
Product Intern
Cruxeware Technology
Bengaluru, India
January 2023 — March 2023
Built and launched AI content recommendation system; drove 4,000+ user traction through GTM strategy and 60+ creator interviews
Education
Indian Institute of Technology Bombay
B.Tech
2021 — 2025
Skills
Product StrategyRoadmappingUser ResearchA/B ExperimentationMetrics & AnalyticsStakeholder ManagementPRD WritingPythonSQLNLPGenerative AI (OpenAI)DjangoData AnalysisIoT / Sensor Systems
KEY PROJECTS
AI-based Call Audit System (NLP)
Desai Sethi School of Entrepreneurship
Aug 2023 – Dec 2023
Discovered manual audit inefficiency through customer discovery across 4 companies; built NLP prototype for multilingual call transcription and insight extraction using Speech-to-Text + transformer models
GenAI Project Based Learning Platform
Generative AI
May 2023 – Jul 2023
0→1: Identified gap in practical learning, built full-stack platform (OpenAI GPT + Django) generating personalized project roadmaps; curated 50+ real-world projects across 5 domains in 2 months
EXTRACURRICULAR ACTIVITIES
Film Making & Content Creation
Created multiple short films, music videos, product videos, and a TV commercial
Built a YouTube & Instagram page on business storytelling: 12.4 lakh views, 2,900+ subscribers, & 1,100+ followers; profiled 30+ companies and 20 entrepreneurs
Served as Media Head in the organizing team of Inter IIT Tech Meet 2025 and the Institute Technical Council (2024); received the Organizational Award from IIT Bombay for contributions to promoting technical activities