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Tihum Kabir

Open to analyst & engineering roles Dhaka, Bangladesh

Md. Fazle KabirTihum

Less black box. More glass box.

AI / ML EngineerResearcherData Analyst

About

CSE graduate from North South University with a soft spot for machine learning. I spent the past year shipping production web platforms and co-leading ScintNet-KD, a bone-scan model that's small enough to deploy and honest enough to show where it's looking. My habit: build something, then poke holes in it until it's worth trusting. Now I'm pointing that habit at data.

Education

North South University
2021 – 2026
BSc in Computer Science and Engineering (CSE)Machine Learning & Deep Learning Focus
Drexel Int'l School
2021
A Levels
Cordova Int'l School & College
2018
O Levels
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01Origin story

About Md. Fazle Kabir Tihum

  1. 01 · Foundation

    Struck by curiosity.

    Hooked on how things work.

    Computer Science & Engineering at North South University (2021–2026), majoring in machine learning and deep learning.

  2. 02 · Engineering

    Fully charged.

    Shipped real things for real users.

    Built Kingsforth's marketing platform and headless CMS from scratch (Next.js, Payload, PostgreSQL on Cloudflare Workers and Railway), and ran Curry House BD's online shop solo.

  3. 03 · Rigour

    Stress-tested, on purpose.

    Then tried my best to break them.

    Put Kingsforth through a proper security audit (rate limits, CSRF/CORS, RBAC) and made ScintNet explain itself with Grad-CAM++ and LIME, so it's right for the right reasons.

  4. 04 · Now

    Grounded in data.

    Pointing it all at data.

    Business and data analysis with Python (pandas, NumPy, scikit-learn), SQL and Excel. Same habits, new target: decisions instead of deployments.

02Selected work

Two problems, taken apart and put back better.

Each one opens like a case file: the problem, the hunch, the build you can poke at, and what actually changed.

03Experience

Shipped to production, then stress-tested.

  1. 02/2026 – 07/2026

    Kingsforth Technologies Limited

    Programming Intern

    AI video surveillance and security for schools, government and enterprise clients.

    • Built the marketing site and headless CMS from scratch with Next.js, Payload CMS and PostgreSQL.
    • Deployed it across Cloudflare Workers and Railway with zero-downtime CI/CD.
    • Locked it down with rate limiting, CSRF/CORS protection and role-based access control, then had it checked in a dedicated security audit.
    • Hit a verified 100/100/100 on Lighthouse for performance, SEO and accessibility.
    kingsforth.net

    Production architecture

    1. Visitors

      Schools · government · enterprise

    2. Next.js

      Marketing site

      Cloudflare Workers

    3. Payload CMS

      Headless content API

      Railway

    4. PostgreSQL

      Content store

      Railway

    • Rate limiting
    • CSRF hardening
    • CORS hardening
    • RBAC
    • Security audit
    • CI/CD

    Lighthouse audit

    100
    Performance
    100
    Accessibility
    100
    SEO

  2. 03/2026 – 06/2026

    Curry House BD

    Freelance Web Developer

    Online shop for an artisanal food and curry paste brand.

    • Sole developer, end to end: architecture, payment gateway integration, and WooCommerce/Elementor customisation.
    • Ran hosting, domain, SSL, LiteSpeed caching and Wordfence firewall monitoring.
    curryhousebd.com

    Commerce & security stack

    1. Hosting + domainManaged end to end
    2. SSLHTTPS everywhere
    3. WordfenceFirewall monitoring
    4. LiteSpeed CachePage caching
    5. WooCommerce + ElementorStorefront & payments
    • Sole developer
    • Payment gateway
    • Custom theme work

04Research & education

Peer review: the toughest code review.

  • IEEE conference, under review In review

    ScintNet-KD: An Efficient Knowledge-Distilled Network for Bone Metastasis Detection in Whole-Body Bone Scintigraphy

    Md. Fazle Kabir Tihum1 et al.

    1North South University, Dept. of Electrical & Computer Engineering

    Summary: Twelve CNNs try out, the four whose mistakes cancel each other out form a team, and their judgment is distilled into ScintNet: a 3.27M-parameter student that keeps 97.7% of the ensemble's AUC. Every positive call ships with Grad-CAM++, LIME and a regional uptake report, so a clinician can see why a scan was flagged.

    See the case study

Education

  • 2021 – 2026

    North South University

    BSc in Computer Science and Engineering (CSE)

    Machine Learning & Deep Learning Focus

    ThesisDetection of Bone Metastases Using Advanced Deep Learning

  • 2021

    Drexel Int'l School

    A Levels

  • 2018

    Cordova Int'l School & College

    O Levels

05Live from GitHub

Fresh commits, served warm.

Pulled from the GitHub API, cached for a day, and refreshed the moment a signed push webhook lands.

github.com/Tihum-Kabir

06Toolkit

My toolkit, fully charged.

  • pandas
  • NumPy
  • scikit-learn
  • PostgreSQL
  • Query Optimization
  • Relational Modeling
  • Financial Modeling
  • Pivot Analytics
  • VBA
  • LLMs
  • RAG Pipelines
  • LangChain
  • Hugging Face Transformers
  • FAISS
  • PyTorch
  • CNNs
  • Knowledge Distillation
  • Model Quantization
  • Grad-CAM++
  • LIME
  • Next.js (App Router)
  • React
  • TypeScript
  • Tailwind CSS
  • Framer Motion
  • Payload CMS
  • Node.js
  • REST / Edge APIs
  • Git
  • GitHub
  • Cloudflare Workers
  • Railway
  • Docker
  • WordPress
  • WooCommerce
  • Elementor

Data & Analytics

Python
pandasNumPyscikit-learn
SQL
PostgreSQLQuery OptimizationRelational Modeling
Microsoft Excel
Financial ModelingPivot AnalyticsVBA

AI & Machine Learning

Generative AI & NLP
LLMsRAG PipelinesLangChainHugging Face TransformersFAISS
Deep Learning & Vision
PyTorchCNNsKnowledge DistillationModel Quantization
Explainable AI (XAI)
Grad-CAM++LIME

Web & Product

Frontend
Next.js (App Router)ReactTypeScriptTailwind CSSFramer Motion
Backend & CMS
PostgreSQLPayload CMSNode.jsREST / Edge APIs
Infrastructure & Tools
GitGitHubCloudflare WorkersRailwayDocker
CMS Platforms
WordPressWooCommerceElementor

07Open a case

Have a system that needs breaking?

Write below and it lands straight in my inbox. I read everything and reply.

I read everything and reply.

Location
Dhaka, Bangladesh
Languages
Bengali · English
Off the clock
AI Art & Generative Media · Competitive Gaming · Reading & Cinema

08Arcade

Made it this far? Take a break.

She runs. You jump. Hit Space, click or tap to clear the blocks and grab every coin. It only gets faster. Beat your best, then tell me your score.