Raman Bhise @lostfleetdev

Projects

Project archive

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

Trekomend

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.

PythonFastAPIFAISSLightGBMAstro

2025

Working prototype

Stresso

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.

ESP32nRF24L01FlutterNode.jsSQLite

2025

Hackathon prototype

GLIDAR

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.

ESP32MicroPythonFlaskMesh RoutingManim

2025

Working prototype

Smart Energy Meter

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.

ESP32MicroPythonFlaskMQTTLightGBM

2025

Functional research prototype

Teraffic

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.

PythonSimulationOSMnxNetworkXFolium

2025

Functional MVP

Quantimize

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.

PythonOSMnxNetworkXFoliumGeoPandas

2025

Architecture / early prototype

Pry

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.

PythonSQLiteFTS5WindowsNTFS

2024

Functional prototype

Vol

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.

PHPMySQLHTMLCSSPDO