Available for engineering roles

Khandoker Sefayet Alam

AI/ML Engineer • NLP Researcher • Full-Stack Developer

I turn research and algorithmic thinking into deployable AI systems—combining grounded language workflows, full-stack engineering, and competitive-programming rigor.

1,770

Codeforces max

3,500+

Problems solved

ICPC regionalist

Portrait of Khandoker Sefayet Alam

Builder profile

Logic with a human edge.

01 / Journey

Learning and shipping on one timeline.

Study and work stay visible together. The line connects formal foundations, production experience, and the systems thinking behind both.

StudyCurrent

B.Sc. in Computer Science & Engineering

Rajshahi University of Engineering & Technology (RUET)

Apr 2022 – May 2026 (Expected)

  • Strong focus on DSA and competitive programming
  • Built web + mobile projects alongside contests
Work

Industrial Trainee (Apprenticeship)

Vivasoft Limited

Mar 2025

  • 12-day mentor-led MERN attachment
  • Built MVP with Next.js/Redux + Express REST + MongoDB
  • LangChain summarization; Git/Husky; Postman
Work

Software Engineer / LLM Evaluator (Contract)

Remotasks (Outlier)

Aug 2023 – Sep 2023

  • Evaluated programming task outputs
  • Improved correctness and response quality
  • Worked on Dolphin, Bee, Bulba projects

02 / Capability matrix

The whole toolkit, at a glance.

No rotating wheel and no waiting for a ticker. All 18 capabilities stay visible, grouped by how I use them to move from problem to product.

Core strengths

The habits behind the implementation.

  • Data Structures & Algorithms
  • Problem Solving

Languages

From systems thinking to product scripting.

  • C/C++
  • Java
  • Python
  • JavaScript
  • Dart

Frameworks

Web, mobile, APIs, and AI orchestration.

  • React
  • Express.js
  • Django
  • Flutter
  • LangChain

Data layer

Pragmatic persistence for production apps.

  • MongoDB
  • Firebase (Auth/Firestore)
  • MySQL

Workflow

Tools that keep delivery inspectable and repeatable.

  • Git/GitHub
  • Postman
  • REST APIs

03 / Selected work

Projects you can compare, not chase.

Five builds live in one spatial directory, led by an explainable agentic system for agriculture. Hover for depth; open the evidence.

UNKNOWNS AgriSenseProject 01

Featured build

UNKNOWNS AgriSense

LangGraphFastAPINext.jsPostgreSQL + pgvector
  • Led a multi-agent crop-planning system grounded in farm profiles, BARC data, and live weather
  • Built explainable crop ranking, seasonal plans, financial projections, and what-if simulations
  • Persists farmer context and semantic memory while deterministic gates prevent incomplete recommendations
Project 02

Selected build

Blog-Agency-App

ReactExpressMongoDBNodejs
  • Dashboard for blogs, teams, and services
  • Role-aware CRUD flows
Project 03

Selected build

Conflicts-Within-The-Journey-for-Identity

GodotGDscript
  • 2D platformer built for BUET Game Jam 2023 (theme: “You are your own enemy”)
  • Playable build available via Google Drive download (extract and play)
Project 04

Selected build

SellSense (LangChain)

JavaScriptLangChainLLMs
  • Summarizes buyer-seller chats
  • Outputs structured records
Project 05

Selected build

Codebook App

FlutterFirebaseGroq API
  • Snippet manager with real-time sync
  • AI assistant for explanation/review

04 / Proof of work

Research and results, with receipts.

Competitive results, research, and verified profiles arranged as a chronology—no tabs hiding the evidence.

Active AI / NLP research

Google Scholar

Representation space

Language mapped as relationships

Word2vec · t-SNE
Submitted

Thesis research

NLP Thesis — Sarcasm Detection

Manuscript submitted to IEEE Access · Under review · 2026

  • Undergraduate thesis focused on sarcasm detection using natural language processing
  • Submitted to IEEE Access; targeting a Q2 journal outcome
  • Submission is under review—not presented as accepted or published
Visual: Ewulczyn (WMF), CC BY-SA 4.0

Representation space

Language mapped as relationships

Word2vec · t-SNE
In progress

Journal research

Ongoing NLP Journal Research

Research manuscript in progress · Ongoing · 2026

  • Second active natural language processing research project
  • Manuscript is being developed with a Q1 journal target
  • Title and venue will be added when ready for public disclosure
Visual: Ewulczyn (WMF), CC BY-SA 4.0

Ongoing

1 milestone

2026

2 milestones

BUET IUPC 2026 — 32rd

110+ teams • Team: Black_Falcons

Strong placement among top teams

12th IUT ICT Fest Agentic AI Hackathon — Top 20 Finalist

700 teams • Team: UNKNOWNS

Selected as one of the top 20 finalist teams for the 24-hour onsite Agentic AI challenge

2025

4 milestones

UIU IUPC 2025 — 8th

120+ teams • Team: 1000000007

Top 10 finish in a major IUPC

ICPC Asia Dhaka Regional 2025 — 38th

313 teams • Team: Insoluble_Heralds

Consistent regional performance

SRBD Code Contest 2025 — 62nd

Onsite round qualifier • ~1.4k+ participants

Qualified for onsite round

Meta Hacker Cup 2025 — Rank 1663

5k+ participants

Received official T-shirt

2024

4 milestones

IUT IUPC 2024 — 20th

100+ teams • Team: RUET_Onirban

Top 20 finish

BUET IUPC 2024 — 23rd

120+ teams • Team: RUET_a_bit_slower

Strong placement among top teams

ICPC Asia Dhaka Regional 2024 — 30th

300+ teams • Team: RUET_a_bit_slower

Top 10% placement in regional contest

Code Samurai 2024 — Onsite Round

14th in preliminary • Team: RUET_UNKNOWNS

Advanced to onsite round

2023

1 milestone

BUET Game Fest 2023 — 16th

40+ teams • Team: RUET_Unknowns

Built a 2D game using Godot

2022

1 milestone

Codespark 2022 — 1st Runner-up

Intra RUET fresher team contest

Runner-up finish

2021

1 milestone

Codesmash 2021 — 2nd Runner-up

Intra RUET fresher individual contest

Runner-up finish

05 / Credentials

Credentials that back the craft.

Formal recognition across AI/ML, competitive programming, and product engineering, kept compact and directly verifiable.

Verified learning track

AI / ML Credential

Ostad — Applied NLP & LLM

Ostad · Completed

Applied natural language processing and large language model workflows

Verify

Verified learning track

AI / ML Credential

Ostad — Deep Learning

Ostad · Completed

Deep learning foundations and practical model development

Verify
Meta Hacker Cup 2025 — Certificate

Meta Hacker Cup 2025 — Certificate

Meta / Facebook Coding Competitions · Nov 2025

Official competition certificate

Verify
ICPC Dhaka Regional 2024

ICPC Dhaka Regional 2024

ICPC committee · Dec 2024

Reached Onsite

Verify
Ostad — Full Stack Web Development (MERN)

Ostad — Full Stack Web Development (MERN)

Ostad · Dec 2024

MERN fundamentals + project-based learning

Verify
Udemy — Competitive Programming and Coding Interviews

Udemy — Competitive Programming and Coding Interviews

Udemy · Feb 2024

Interview-style CP practice

Verify

Open channel

Let's make the difficult feel obvious.

Available for full-time, remote, and select freelance work. Recruiters can also use Ask AI for a fast, grounded summary.

© 2026 Khandoker Sefayet Alam

AI/ML · NLP research · Full-stack systems