Thursday, October 1, 2026 Morning Edition Butwal, Nepal

Abiral Pokhrel

Data Engineer — all the news that's fit to ship.

Data pipeline builder.

$ whoami →

hiii, Abiral here! I turn messy data into pipelines that behave. Everything below is on the record.

Read the stories Write to the editor
Section A

The Profile

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Public Repos
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GitHub Stars
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Featured Stories
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Graduating
From the editor's deskFiled from Butwal
$ cat philosophy.txt
"Intelligence is in the system, not just the model."
$ ls interests/
data-engineering/  cloud-devops/  ai-agents/  football-parlays/ ← off the record
$ ./status --now
studying → shipping → repeating. currently: hunting internships.
Section B

Featured Stories

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Story No. 1

ghtrends: every GitHub event, trending

A serverless data platform on AWS that ingests every public GitHub event, models trends with dbt-core on a Glue + Athena lakehouse, and adds semantic search over trending repositories with sentence-transformers and a numpy vector index. ★ 3

Subjects: AWS · dbt · Athena · PowerShell
Story No. 2

An e-commerce pipeline, end to end

End-to-end data engineering pipeline using the modern data stack — ingestion, transformation, and modeling for e-commerce analytics. ★ 3

Subjects: Python · Modern Data Stack
Story No. 3

The free machine that codes

A free agentic AI coding system that squeezes the best out of free models. Planner → contracts → verifiers → replay architecture with event-sourced history, sandboxing, a desktop app, and MCP + REST APIs. ★ 2

Subjects: Python · AI Agents · MCP
Story No. 4

Every rupee accounted for

Deterministic first, AI last. Defense-only finance controller built for the Razorpay AI Buildathon 2026 (AI Finance Controller + AI Defense tracks).

Subjects: Python · FinTech · CI

From the archives

cyberawareprototype360° interactive cyber-awareness training prototype for warehouse staff — built for my CET257 Enterprise Project.
fullstack-portfolioFull-stack development portfolio coursework (CET138).
fullstack-zonePHP experiments and full-stack practice work.
Section C

Services

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Commissions open. Small, sharp jobs — done properly.

Service No. 1

Data pipelines & ETL

Pipelines that move data from A to B reliably — ingestion, cleaning, transformation, and modeling.

Subjects: Python · SQL · dbt
Service No. 2

Spreadsheet rescue

Messy Excel sheets turned into clean, automated workflows. If it lives in spreadsheets, I can tame it.

Subjects: Python · Pandas · Automation
Service No. 3

AI agent prototypes

Small agentic AI tools and automations built on free models — intelligence in the system, not the price tag.

Subjects: Python · LLMs · MCP
Section D

The Index

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Pythondaily driver
SQLfluent
ETL / Data Pipelinescore craft
dbtmodeling
AWS (Glue, Athena, Lambda)serverless
Dockercontainerized
Git & GitHub ActionsCI/CD
REST APIsintegrations
PowerShellautomation
JavaScriptfrontend
Section E

Timeline

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2025
Enrolled. BSc (Hons) Computer Systems Engineering (IT) — University of Sunderland, via ISMT College Butwal.
2026
Shipped. ghtrends, ecommerce-data-platform, bucker-agent — plus ledger-sentinel for the Razorpay AI Buildathon 2026.
2028
Next. Graduating June 2028. Currently hunting internships and junior data roles.
Section F

Education

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BSc (Hons) Computer Systems Engineering (IT)

University of Sunderland · via ISMT College, Butwal

Three-year degree, graduating June 2028. Focus areas: data engineering, cloud/DevOps, and AI systems.

Section G

Letters to the Editor

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Open to internships, freelance data work, and interesting collaborations.

By Post (Email)
abiralpokhrel31@gmail.com
The Archives (GitHub)
abiralpokhrel-learns
The Society Pages (LinkedIn)
abiralpokhrel2005
Abiral's 3D mascot