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Available for internships

Sheetal Kumari

Full Stack Developer & ML Engineer

Resume
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Selected Work

Projects

SENTINELA
JUNE 2026
  • Real-time ML traffic incident triage and Cascade Risk Scoring system built for Bengaluru Traffic Police; selected among 1,600 teams from 40,000+ registrations for Flipkart Gridlock 2.0.
  • Trained a LightGBM classifier (ROC-AUC 0.797) and regressor pipeline, and computed betweenness centrality with OSMnx across Bengaluru's 155K+ node road network.
  • Dark-theme Streamlit command-center dashboard with interactive Folium mapping for real-time incident visualization.
LightGBMOSMnxStreamlitFoliumPython
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PayNest
FEBRUARY 2026
  • High-concurrency wallet transaction simulator processing 1,000+ TPS, using PostgreSQL row-level locking to handle race conditions.
  • Turborepo monorepo architecture ensuring type safety and reducing build times by 40% across the fintech simulation stack.
PostgreSQLTurborepoDockerSystem Design
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Swiftly
MARCH 2026
  • Scalable P2P rental platform with JWT authentication and Role-Based Access Control (RBAC), securing API endpoints for diverse user types.
  • WebSocket-driven real-time chat and feedback loop, achieving a 90% satisfaction rate in beta testing.
DjangoNext.jsRedisMicroservices
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Recognition

Achievements

Amazon ML Challenge
OCTOBER 2025
Ranked 270th All India of 80,000+ participants, building a multimodal price prediction model using product images and text.
Flipkart Gridlock 2.0
JUNE 2026
Advanced to the Prototype Phase, selected among 1,600 teams from 40,000+ registrations.
Eureka! Innovation Challenge
APRIL 2026
Participated in a national-level entrepreneurship competition, presenting innovative technology-driven solutions.
Competitive Programming
ONGOING
Solved 300+ Data Structures and Algorithms problems across multiple coding platforms.
Toolbox

Technical Stack

Academics

Education

Acharya Institute of Technology
Bachelor of Engineering in Electrical and Electronics Engineering
Bengaluru, India
2023 — 2027
AVAILABLE FOR CALLS

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