about experience team projects playground writing testimonials chess guestbook contact
> whoami _

JESUN AHMAD
USHNO

>

I build minds like companies and companies like minds. Applied AI, data pipelines, and a 49-seat autonomous crew that ships while I sleep.

0
peer-reviewed ML papers published
0+
open-source repos shipped
0K+
families reached via relief work
0+
Power BI dashboards shipped
// jesun.code v2.0.0 Jesun.Code v2.0.0 is live 00days:00hrs:00min:00sec
// 01 . about

Engineer by craft,
first-generation AI by record.

Jesun Ahmad Ushno is a Toronto-based AI Engineer and Data Specialist at Gallea Ai.

I am Jesun Ahmad Ushno, a Toronto-based AI engineer and data specialist. I graduated with distinction from my MSc in Data Analytics at the University of Niagara Falls Canada (2026), consulted in IT Advisory at KPMG Bangladesh, working on internal development and IT audits, and now build applied ML and RAG systems at Gallea Ai. I started building with AI in the first wave, when the first public models landed, and have stayed ahead of every turn since: LLMs, RAG harnesses, agent orchestration, vLLM, CUDA.

On my own time I run Jesun.Ai, a 49-seat autonomous AI crew, and built Jesun.Code, a programming language that reads like plain English. Whether it is training a neural net to catch fabric defects or orchestrating agent swarms for business automation, I like making things that solve real problems and keep your bytes on your machine.

Data Engineering
SQLETLPipelinesPower BI
AI & ML
GenAIRAGTensorFlowPyTorch
Development
PythonTypeScriptReactFastAPI
Automation
Power AutomateAgentsScripting
jesun.py
class Jesun:
    def __init__(self):
        self.location = "Toronto, ON"
        self.passion = ["AI", "Data", "Agent Orchestration"]
        self.status = "Building the Future"

    def get_current_goal(self):
        return "Mind Blowing Innovations"
> ship it. verify it. log it.
// live signal

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// 02 . experience

The journey so far.

AUG 2026 / PRESENT

Software Engineer, AI Engineer & Data Specialist

Gallea Ai, Toronto

Applied ML, RAG pipelines, data pipelines. 4,200+ records crawled, cleaned and sealed. 500+ buyer-query simulations. Pipeline pass rate restored from 72.7% to 95%+.

JAN 2025 / JUN 2026

MSc Data Analytics

University of Niagara Falls Canada

Graduated With Distinction. Advanced data strategies, machine learning application, predictive modeling.

APR 2023 / NOV 2024

IT Advisory, Officer to Consultant

KPMG Bangladesh

20+ Power Automate workflows, 20+ Power BI dashboards, 5+ ISO 27001 audits; Power Apps adopted by 500+ users; internal development and IT audits, internal training, and collaboration across KPMG member firms; audit responsibilities spanning fintech, health, and telecom.

AUG 2018 / NOV 2024

Co-founder

MIAS Foundation

Flood relief and education programmes; 50,000+ families reached.

2023

Published ML Researcher

AIP Conference Proceedings

Two papers: wavelet transform plus neural networks for fabric defect detection, and elitist PSO with mutation and adaptive inertia.

NOV 2021 / MAR 2023

Student Engagement Facilitator

ESAB AIUB

Facilitated technical sessions for 300+ students, lifting participation 40% through interactive training.

// 03 . team

The crew behind
the machine.

Jesun.Ai runs on an autonomous AI crew across three entities. Click any member for their full portfolio.

49 AI agent seats. One human founder. Portraits are fictional AI personas; the founder profile is real.

Jesun Ahmad Ushno
Founder / CEO

Jesun Ahmad Ushno

Engineer who builds minds like companies. Software Engineer and AI Engineer / Data Specialist at Gallea Ai, Toronto. MSc Data Analytics, University of Niagara Falls Canada (conferred June 2026, Graduated With Distinction). Ex-KPMG Bangladesh IT Advisory. Published ML r

Personal Socials

Social Media Wing (10)

Jesun.Ai

Executive (5)

Trend & Signal (3)

Engineering (4)

Data (1)

Platform (2)

Quality (1)

Security (2)

Product (1)

Design (2)

People (1)

Growth (2)

Jesun.Ai Brand Crew (6)

Editorial (1)

Jesun.Code

Jesun.Code Brand Crew (8)

Team portraits are fictional AI personas. The founder profile is real.

// 04 . projects

Selected work.

A mix of academic research, AI experiments, and real-world tools.

MENTAL HEALTH AI // MEASUREMENT

PulseKey: measuring how a person draws

At mentAImage, a Canadian AI mental health startup, Jesun led dynamic feature extraction for PulseKey v3.0 (Jan to Mar 2026). Seven drawing tasks, from clock drawing to two-hand loops. Every point carries coordinates, time, and pressure. The pipeline reads tremor, pauses, speed, and pressure stability, and maps 10 indicators to stress, anxiety, burnout, and cognitive load scores. 32 metrics per session. 35 sessions analysed. A research build, not a clinical product: the validation study is the open work.

Jesun.Code

v2.0.0

Jesun.Code: a programming language that reads like plain English. Latest release v2.0.0, shipped Sep 30, 2026. 711 tests, run in the open. v3.0 is implemented, under test, and not released.

Language designPythonVS Code

PRISM

Zero-trust data analytics platform. Excel, CSV and XML processed entirely in your browser with AI-driven insights. Complete data sovereignty: no bytes ever leave your machine.

PyodideReactTypeScriptWASM

SonicClear

AI studio-grade audio enhancement. Deep learning removes background noise and restores vocal clarity in real time.

Audio DSPPyTorchFastAPI

NoPara

100% private media converter. Video, audio and image conversion with FFmpeg.wasm, all processing happens in your browser. Zero uploads, zero tracking.

FFmpegReactPWA

TriDrop

Effortless peer-to-peer file sharing between iPhone and Windows. Scan a QR code, connect, and share files directly in your browser. No installation required.

WebRTCPWA
PUBLISHED RESEARCH
Fabric defect detectionWavelet transform plus neural networks for industrial quality control and defect classification. AIP Conference Proceedings, 2023.
DOI
Elitist PSO with mutationElitist particle swarm optimization with mutation and adaptive inertia. AIP Conference Proceedings, 2023.
DOI
// 05 . playground

Try the language.

Jesun.Code executes for real in your browser via the actual v0.6.0 interpreter. Nothing is faked.

Loading the runtime...
Examples:

      

Real Jesun.Code v0.6.0 (assets/jesun/jesun.py) running in a Pyodide web worker. Your code never leaves this browser.

Interactive terminal. Type "help".
>
Ship log

Latest public pushes, straight from GitHub.

Loading the ship log...

// 06 . writing

Writing.

Essays and notes, fresh from Medium.

Loading essays...

// now

Running a 49-seat autonomous AI crew at Jesun.Ai, building Jesun.Code toward self-hosting (v2.0.0 is live), and working as an AI Engineer & Data Specialist at Gallea Ai in Toronto.

// recommendations

What colleagues say.

Verbatim recommendations from Jesun's LinkedIn Received tab. Read all on LinkedIn

I had the privilege of working closely with Jesun during our time in the IT Advisory team at KPMG Bangladesh. Coming from a technical background myself, I can confidently say that Jesun is a rare talent who seamlessly bridges the gap between software development and IT Audit. While many professionals focus solely on the 'what' of audit, Jesun mastered the 'how.' [...]

Read full quote

I had the privilege of working closely with Jesun during our time in the IT Advisory team at KPMG Bangladesh. Coming from a technical background myself, I can confidently say that Jesun is a rare talent who seamlessly bridges the gap between software development and IT Audit. While many professionals focus solely on the 'what' of audit, Jesun mastered the 'how.' He proactively used his expertise in Power Platform (PowerApps and Power Automate) to revolutionize our internal processes. The tools he built, specifically for engagement tracking and resource management, didn't just save us hours of manual work; they strengthened our data integrity and operational controls, which is critical for any ISO 27001 or risk management framework. Jesun is not just a data analyst; he is a problem solver who understands the business impact of technology. I highly recommend him to any organization looking for a professional who brings both technical innovation and a strong sense of audit discipline.

Mohammad Shahriar Reza
ISMS 27001:2022 LA, Deputy Manager - BRAC, Ex-KPMG
Jan 30, 2026Same team, KPMG Bangladesh

I supervised Jesun during his time as a Senior Officer/Consultant at KPMG Bangladesh. Jesun is a technically gifted professional who understands the intersection of IT Audit and Data Analytics. He proactively developed automation solutions that not only improved our operational efficiency but also strengthened our internal control frameworks. [...]

Read full quote

I supervised Jesun during his time as a Senior Officer/Consultant at KPMG Bangladesh. Jesun is a technically gifted professional who understands the intersection of IT Audit and Data Analytics. He proactively developed automation solutions that not only improved our operational efficiency but also strengthened our internal control frameworks. Jesun has a keen eye for identifying process improvements and is a reliable asset for any risk or data-focused team.

Arafat Rahman
Associate Manager II @ KPMG Bangladesh
Jan 24, 2026His supervisor, KPMG Bangladesh

I worked alongside Jesun in the IT Advisory team at KPMG Bangladesh. Jesun has a rare ability to translate complex audit requirements into efficient technical solutions. His work on process automation (using Power Automate and PowerApps) significantly improved our operational efficiency and helped the team meet tight deadlines. [...]

Read full quote

I worked alongside Jesun in the IT Advisory team at KPMG Bangladesh. Jesun has a rare ability to translate complex audit requirements into efficient technical solutions. His work on process automation (using Power Automate and PowerApps) significantly improved our operational efficiency and helped the team meet tight deadlines. Jesun is a forward-thinking professional who understands both the data and the governance behind it. I wish him success in his future endeavours.

Md Shahriar Wahid
IT Auditor, IS Audit & IT Risk
Jan 22, 2026Same team, KPMG Bangladesh

I worked alongside Jesun at KPMG Bangladesh. As a fellow PowerApps enthusiast, I was impressed by Jesun's ability to build robust and secure automation solutions. He has a strong grasp of data logic and process optimization. His tools were not only efficient but also adhered to the strict compliance and security standards we maintain. [...]

Read full quote

I worked alongside Jesun at KPMG Bangladesh. As a fellow PowerApps enthusiast, I was impressed by Jesun's ability to build robust and secure automation solutions. He has a strong grasp of data logic and process optimization. His tools were not only efficient but also adhered to the strict compliance and security standards we maintain. Jesun is a skilled data professional who builds with integrity.

Hafiz-Al- Wasif
Assistant Manager II - Investigation and Forensic Technology
Jan 21, 2026Senior colleague, KPMG Bangladesh

I worked with Jesun during my time as an Associate at KPMG Bangladesh. Jesun was a key asset to our IT Advisory team, particularly in using technology to improve our audit processes. His expertise in PowerApps and automation helped us streamline workflows and ensure better compliance with control standards. [...]

Read full quote

I worked with Jesun during my time as an Associate at KPMG Bangladesh. Jesun was a key asset to our IT Advisory team, particularly in using technology to improve our audit processes. His expertise in PowerApps and automation helped us streamline workflows and ensure better compliance with control standards. Jesun is a proactive team player who bridges the gap between technical development and audit requirements.

Shaira Anjum
Information Security Analyst at WSD, Former IS Auditor at KPMG Bangladesh
Jan 20, 2026Same team, KPMG Bangladesh

I had the pleasure of working with Jesun in the IT Advisory team at KPMG. He is a highly skilled professional who consistently introduced innovative solutions to our projects. His expertise in automating manual tasks with Power Automate and PowerApps significantly streamlined our processes and saved us a considerable amount of time on documentation and reporting. [...]

Read full quote

I had the pleasure of working with Jesun in the IT Advisory team at KPMG. He is a highly skilled professional who consistently introduced innovative solutions to our projects. His expertise in automating manual tasks with Power Automate and PowerApps significantly streamlined our processes and saved us a considerable amount of time on documentation and reporting. Jesun is a supportive colleague and a valuable technical asset to any team.

Mahmudul Hasan
Senior Officer, IT Advisory, KPMG Bangladesh
Jan 20, 2026Same team, KPMG Bangladesh

I worked alongside Jesun at KPMG Bangladesh. While I focused on Information Systems Audit and Security, Jesun was the go-to person for process automation and data analytics. He developed robust PowerApps solutions that didn't just improve efficiency but also maintained strong data integrity and control standards. [...]

Read full quote

I worked alongside Jesun at KPMG Bangladesh. While I focused on Information Systems Audit and Security, Jesun was the go-to person for process automation and data analytics. He developed robust PowerApps solutions that didn't just improve efficiency but also maintained strong data integrity and control standards. Jesun understands the balance between innovation and compliance, which makes him a valuable asset to any technical team.

Imamul Huda
CISA, Ex-KPMG, IBM Cybersecurity Analyst
Jan 19, 2026Same team, KPMG Bangladesh

I had the pleasure of supervising Jesun during our time in the IT Advisory team at KPMG Bangladesh. In a field where accuracy and efficiency are everything, Jesun was a standout asset. He possesses a rare ability to identify operational inefficiencies and immediately build technical solutions to fix them. I was particularly impressed by his initiative to design and deploy our internal Leave Management System and multiple Power Automate workflows. [...]

Read full quote

I had the pleasure of supervising Jesun during our time in the IT Advisory team at KPMG Bangladesh. In a field where accuracy and efficiency are everything, Jesun was a standout asset. He possesses a rare ability to identify operational inefficiencies and immediately build technical solutions to fix them. I was particularly impressed by his initiative to design and deploy our internal Leave Management System and multiple Power Automate workflows. These tools didn't just digitize our manual processes; they significantly reduced administrative overhead and eliminated human error, allowing our audit team to focus on higher-value tasks. Jesun combines strong technical expertise in the Power Platform with a clear understanding of business requirements. I highly recommend him to any organization looking for a data professional who drives real, measurable change.

Sifat E Rasul
AVP Audit, Risk & Compliance at Guardian Life Insurance, Ex KPMG, CISA
Jan 19, 2026His manager, KPMG Bangladesh

I worked with Jesun in the IT Advisory team at KPMG. Jesun is a talented professional who bridges the gap between technical execution and business requirements. His ability to automate workflows using Power Platform significantly improved our audit efficiency and reduced manual errors. [...]

Read full quote

I worked with Jesun in the IT Advisory team at KPMG. Jesun is a talented professional who bridges the gap between technical execution and business requirements. His ability to automate workflows using Power Platform significantly improved our audit efficiency and reduced manual errors. He understands the importance of building tools that are not just fast, but also compliant with security standards. I highly recommend him for any data or technical analyst role.

Faria Shahjahan Anika
GSA President, MISSM, Concordia University of Edmonton, Ex-KPMG
Jan 19, 2026Same team, KPMG Bangladesh

Jesun holds strong knowledge in Technology. He's specialized in Microsoft Power Platform; Specially Power Apps and Power Automate. He also holds a strong background in Oracle Apex. Wishing him all the best wishes for his future career.

Kazi Rakib Hasan
Executive at KPMG Rahman Rahman Huq
Dec 8, 2024Senior colleague, KPMG Rahman Rahman Huq
// 08 . chess

Challenge the machine.

A real chess engine running in your browser. Play the minimax AI, or play both sides. Checkmate it if you can.

White to move

Click a piece, then a highlighted square. Dots are quiet moves, rings are captures.

Captured by White
-
Captured by Black
-
Moves
// achievements

Receipts, not claims.

Verifiable facts only.

01

MSc Data Analytics, with Distinction

University of Niagara Falls Canada, conferred June 2026. Graduated With Distinction.

02

Two published ML papers

AIP Conference Proceedings, 2023: fabric defect detection with wavelets and neural networks; elitist PSO with mutation and adaptive inertia.

03

MIAS Foundation co-founder

Flood relief and education programmes; 50,000+ families reached.

04

Jesun.Code v2.0.0

A programming language that reads like plain English. 711 tests green.

05

KPMG IT Advisory

20+ Power Automate workflows, 20+ Power BI dashboards, 5+ ISO 27001 audits; Power Apps adopted by 500+ users; internal development and IT audits, internal training, and collaboration across KPMG member firms; audit responsibilities spanning fintech, health, and telecom.

06

Gallea Ai pipelines

4,200+ records crawled, cleaned and sealed. 500+ buyer-query simulations. Pass rate restored from 72.7% to 95%+.

// community

Showing up.

GDG
Sep 2025 to present

Social Media Coordinator

GDG on Campus, University of Niagara Falls

Running the social media presence of the Google Developer Group on Campus chapter at the University of Niagara Falls.

// ai twin

Ask the twin.

Guided Q&A. Answers come from this site's data, not a live language model.

jesun.twin guided q&a, local only
>
// guestbook

Sign the guestbook.

Leave a note for visitors after you. Runs on GitHub issues via utterances.

// 07 . contact

Ready to create
something amazing?

Based in Toronto. Open to full-time roles, freelance collaborations, and interesting problems.

// faq

Frequently asked questions

Who is Jesun Ahmad Ushno?

Jesun Ahmad Ushno is a Toronto-based AI Engineer and Data Specialist at Gallea Ai, where he works on production retrieval-augmented generation and multi-agent orchestration. He is a published machine learning researcher, the founder and CEO of Jesun.Ai, and the creator of Jesun.Code, a plain-English programming language. He holds an MSc in Data Analytics from the University of Niagara Falls Canada, where he graduated with distinction in 2026, and a bachelor's degree from American International University-Bangladesh. Before Gallea Ai, he worked in IT Advisory at KPMG Bangladesh, rising from Officer to Consultant.

What does Jesun Ahmad Ushno do?

He builds production AI systems: retrieval-augmented generation pipelines, multi-agent orchestration, and AI data pipelines. At Gallea Ai he works as an AI Engineer & Data Specialist. He is also the founder and CEO of Jesun.Ai and the creator of Jesun.Code.

Where is Jesun Ahmad Ushno based?

Toronto, Ontario, Canada.

What is Jesun.Ai?

Jesun.Ai is a Toronto-based AI company founded on 21 September 2026 by Jesun Ahmad Ushno, its founder and CEO. It works on applied AI systems, multi-agent orchestration, and AI engineering and automation services.

What is Jesun.Code?

Jesun.Code is a programming language designed to read like plain English, created by Jesun Ahmad Ushno.