VOL.02 — FIELD VOLUME

▲ 3,500M

EXPEDITIONS

The public slice, documented.

A few things I have built that I am happy to talk about. Most client work is under NDA, so this is the public slice: civic tech, multi-tenant SaaS, and a couple of AI research projects that I did mostly because I could not stop thinking about them.

FEATURED EXPEDITIONS

05 DOSSIERS
EXP. 01/05LIVE

Amarnepal

Nepal Federal Budget Analysis Platform

Civic data platform analyzing Nepal's federal budgets (FY 2080–2083/84) with animated trend charts, editorial analysis, and Devanagari typography. All figures cross-checked against government sources.

  • Next.js 15
  • React 19
  • TypeScript
  • Tailwind CSS
  • Framer Motion

FIG. 01 — CONTOUR SURVEY

EXP. 02/05IN DEV

Void Social

Multi-Tenant Social Media Inbox

Enterprise-grade multi-tenant social media management platform. AES-256-GCM credential encryption, role-based access (Superadmin/Owner/Admin/Agent), and multi-channel integration.

  • Next.js
  • Prisma
  • PostgreSQL
  • TypeScript
  • SCSS

FIG. 02 — CONTOUR SURVEY

EXP. 03/05IN DEV

Project Lakhey

NGO & Donor Management System

Complete donor management platform with public donor wall, event calendar, Cloudinary image uploads, JWT admin auth, impact tracking, and dynamic sitemap generation.

  • Next.js
  • Prisma
  • Neon Postgres
  • Cloudinary
  • Framer Motion

FIG. 03 — CONTOUR SURVEY

EXP. 04/05RESEARCH

Devanagari OCR

Handwritten Character Recognition, 99.98% Accuracy

CNN achieving 99.98% test accuracy on handwritten Devanagari character recognition, paired with an Android draw-and-predict mobile application.

  • TensorFlow
  • CNN
  • Python
  • Android

FIG. 04 — CONTOUR SURVEY

EXP. 05/05RESEARCH

Perceparator

Transformer-Based Dual-Speaker Audio Separation

Transformer-based real-time dual-speaker audio separation model trained on LibriMix dataset. Sequence modelling for audio source isolation.

  • PyTorch
  • Transformer
  • Python
  • LibriMix

FIG. 05 — CONTOUR SURVEY

WORK DOMAINS

06 AREAS

SaaS & Web Platforms

Multi-tenant systems, RBAC, dashboards, CRMs, and Jamstack sites that ship and stay up.

AI & Machine Learning

CNNs, transformers, NLP, and culling pipelines. Research that turns into something a person can use.

Mobile Apps

Flutter and React Native apps for clients who want two platforms on one budget.

Automation & RPA

Playwright bots and scripted workflows that removed roughly 1,500 hours of manual work a year.

Climate & Hydrology

WEAP scenario modeling, SWAT calibration, and CMIP6 bias correction for NGO water studies.

DevOps & Infra

Docker, Kubernetes, and CI/CD pipelines, run on real infrastructure in a place where the power goes out.