Raman Bhise @lostfleetdev Projects
Each project here was built under real constraints: tight timelines, unreliable hardware, or incomplete data. The value is in how they held up, not just what they do.
2025
Live production service
Movie recommendation system
End-to-end
Movie recommendation system over 1.4 million TMDB films.
Live at trekomend.chaospunk.space. 1-5ms search latency, ~97% recall at nprobe=32, under 200 MB resident RAM.
2025
Working prototype
Emergency SOS system
End-to-end
Emergency SOS system from hardware trigger to admin dashboard.
Hardware, mobile app, API, and dashboard all interoperate. My most complete end-to-end system.
2025
Hackathon prototype
Incident detection and localization prototype
End-to-end
Incident detection and localization prototype using ESP32 microcontrollers.
Working end-to-end prototype demonstrated at a hackathon. Two nodes, trilateration concept validated.
2025
Working prototype
Per-appliance energy monitoring
End-to-end
Per-appliance energy monitoring system for home appliances.
Full pipeline working: hardware sensing, MQTT telemetry, live dashboard, relay control, and ML-based consumption prediction and spike detection.
2025
Functional research prototype
Convoy route simulation
Algorithm & visualization
Convoy route simulation on real city graphs.
Scenario simulator that surfaces route quality and feeder impact before physical movement decisions.
2025
Functional MVP
Map-intelligence CLI for routing experiments
End-to-end
CLI for routing experiments on real city maps.
Reusable local workflow for repeatable route experiments on real city data.
2025
Architecture / early prototype
Fast local file search for Windows
Architecture & implementation
Fast local file search for Windows. Terminal-first.
Architecture defined, scaffold implemented. Active design-stage project with a clear roadmap.
2024
Functional prototype
Volunteer opportunity portal
End-to-end
Volunteer opportunity portal. PHP + MySQL, no framework.
Working portal with volunteer and organization dashboards, event search, and registration tracking.