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Available for workKathmandu, Nepal · open to remote

Sudip Regmi

Designing scalable backend systems & data pipelines

~/Data Engineer, Backend Developer, Educator

I build APIs, distributed services, and real-time data workflows that stay reliable, observable, and production ready.

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01About

Engineer, educator, and trekker

Sudip Regmi profile photo

Sudip Regmi

Kathmandu, Nepal

I turn messy data and fragile services into systems people can trust — pipelines that recover on their own, APIs that stay fast under load, and teams that understand why.

I am Sudip Regmi, a Data Engineer and Backend Developer in Kathmandu, Nepal focused on backend platforms, reliable APIs, and production data pipelines.

My work spans cloud systems, ETL orchestration, distributed services, observability, and practical technical mentoring.

Focus areas

  • 01Distributed backend architecture
  • 02Data platforms and ETL orchestration
  • 03Cloud operations and observability
  • 04Technical mentoring and stakeholder clarity
Years building & teaching
5+
Query latency cut at Kavaya.ai
85%
LLMs wired into production pipelines
3
AES encryption on payment data
256-bit

02Selected systems

Systems I've designed and shipped

Machine learning, client builds, and systems case studies: data pipelines, backend reliability, automation, and production-ready architecture. Packets in each diagram follow the real data path.

Full project index
01 / 04live forward test

NEPSE Market Prediction System

End-to-end, self-hosted ML system for the Nepal Stock Exchange: 30 years of cleaned market data, a walk-forward XGBoost model scoring every stock after each session, served through FastAPI and a React dashboard. Built to be audited, not hyped.

Canonical rows
511,274
Rank IC
0.093
Tests
~720
  • Python
  • XGBoost
  • pandas
Read case study

system topology

nepseportalsmirroringestparquetfeaturesxgboostfastapiaudit log

30 years · 369 symbols · not financial advice

02 / 04live

Client work · Techspire College

Techspire College Website

End-to-end build of Techspire College's public website, from system architecture and information architecture through wireframes to a production launch.

Scope
Architecture → launch
Role
Architect & lead dev
Audience
Students & parents
  • Astro
  • React
  • System Architecture
Read case studyLive site

system topology

architectureinfo archwireframesui buildlaunchadmissions

Techspire College

03 / 04in production

Client work · Techspire College

Student Onboarding Automation

A GitHub-driven student onboarding form for Techspire College where every submission from the website flows automatically into Google Sheets for the admissions team.

Flow
Form → Google Sheets
Manual entry
Removed
Users
Admissions team
  • GitHub
  • Google Sheets
  • Web Forms
Read case study

system topology

studentformgithubsyncg-sheetsadmissions

Techspire College

04 / 04completed

Microservices API Gateway

Designed for 25,000 req/sec with routing, rate limiting, and observability to contain failure spread.

Req / sec
25,000
Latency
-60%
Uptime
99.9%
  • Go
  • Redis
  • Prometheus
Read case studySource

system topology

clientgatewayauthordersuserstelemetry

throughput · 500GB/day

03Operating history

Where systems met people

Roles where backend systems, data workflows, cloud operations, and teaching intersect — newest first.

  1. Jul 2025 – Present

    Now

    Business Development Officer & Instructor

    Techspire College

    Driving student acquisition, partnerships, and technical education initiatives while teaching programming and IT subjects. Bridging business strategy with technical learning to create industry-ready students.

    • Led student outreach and conversion strategies improving enrollment pipeline
    • Delivered technical training in programming and core IT subjects

  2. Jan 2025 – Jun 2025

    03

    Data Engineer

    Kavaya.ai

    Built real-time data systems and AI-integrated pipelines for data processing and analytics.

    • Architected ETL/ELT pipelines for data processing using DBT and modern tooling
    • Integrated multiple LLM models (Llama, Phi, DeepSeek) into production pipelines

  3. Apr 2024 – Nov 2024

    02

    Backend Developer

    WaterFlow Technology

    Developed secure, scalable backend systems and led cloud migration initiatives for financial and enterprise applications.

    • Built secure .NET Core APIs with JWT/OAuth2 authentication
    • Integrated payment gateways including eSewa and NCHL

  4. 2021 – Present

    Now

    Freelance Developer & Educator

    Self-Employed

    Providing freelance development services and mentoring students in programming, system design, and real-world application development.

    • Mentored students in Python, JavaScript, and backend development
    • Built custom applications for local businesses and clients

04Technical stack

Tools I trust in production

Backend, data, cloud, and security tooling used across shipped work, client systems, and mentoring.

GoPythonNode.jsgRPCFastAPIREST APIsPostgreSQLRedisGraphQLApache KafkaApache SparkAirflowdbtPandasXGBoostSQLBigQuery
SnowflakeDockerKubernetesTerraformCI/CDAWSGCPLinuxNginxOAuth 2.0JWTTLS/SSLOWASPVaultEncryptionRBACPen Testing

Backend

01
  • GoProduction
  • PythonProduction
  • Node.jsStrong
  • gRPCStrong
  • FastAPIStrong
  • REST APIsProduction
  • PostgreSQLProduction
  • RedisStrong
  • GraphQLWorking

Data Engineering

02
  • Apache KafkaStrong
  • Apache SparkStrong
  • AirflowStrong
  • dbtWorking
  • PandasProduction
  • XGBoostStrong
  • SQLProduction
  • BigQueryStrong
  • SnowflakeWorking

DevOps

03
  • DockerProduction
  • KubernetesStrong
  • TerraformWorking
  • CI/CDProduction
  • AWSStrong
  • GCPWorking
  • LinuxProduction
  • NginxStrong

Security

04
  • OAuth 2.0Strong
  • JWTProduction
  • TLS/SSLStrong
  • OWASPWorking
  • VaultWorking
  • EncryptionStrong
  • RBACStrong
  • Pen TestingWorking

swipe for more →

05Open source

Straight from the repo

Public repositories connected to backend, data, automation, and applied engineering work. Synced from GitHub every 30 minutes.

~/github/regcyb1

Profile

➜ ~

06Beyond the code

Leadership, Teaching & Collaboration

Technology delivers impact only when people can trust, understand, and use it. I bridge engineering with communication and growth thinking, while staying grounded through music and trekking.

01

Teaching Systems Thinking

Mentoring developers in backend architecture, data fundamentals, and practical engineering tradeoffs.

→ Mentoring support for learners

02

Business-Aligned Communication

Translating technical constraints into clear decisions for product, operations, and leadership stakeholders.

→ Clearer cross-team alignment

03

Growth Strategy by Design

Designing systems that scale adoption with measurable reliability, cost efficiency, and product iteration speed.

→ Practical system outcomes

Off the clock

Music

Rhythm, structure, and room to improvise — the same balance a good system needs.

Trekking

Long trails reset perspective. Plenty of good architecture ideas show up a few hours into a climb.

07Contact

Let's build something reliable.

Send the role, system problem, or collaboration context. I will reply with a practical next step.

open to · Backend engineeringopen to · Data engineeringopen to · Cloud systemsopen to · Architecture advisoryopen to · Mentoring

Availability

Available for backend engineering, data engineering, cloud systems, and architecture advisory.

Typical response: within 24 hours

regmee6411@gmail.com

contact.sh

$ connect --topic "hiring | consulting | architecture"