Available · full-time

Md Karimul Islam

Software Engineer

AI / ML Engineer · Computer Vision · Explainable AI

CSE graduate (CGPA 3.90/4.00) with hands-on experience building backend services, APIs, and database-backed data pipelines — shipping seven end-to-end systems with clean, maintainable code. Comfortable across the stack, from data engineering to production deployment, backed by three first-author AI research publications and one co-authored.

Md Karimul Islam
7
Live projects
4
Publications
3.90/4.00
CGPA · B.Sc. CSE, Varendra University

What I've shipped

Live Projects

Seven deployed apps spanning a full product platform, research, full-stack backend, text, vision, audio, and production ML — each with a live demo, and open-source code for all but the flagship.

Study Abroad Finder — Programme Finder & Consultancy Platform

A platform I built and run end to end: 82,000+ master's programmes at 30,000+ universities, imported from 51 official national registers and refreshed by scheduled jobs. A nightly AI pipeline reads university pages and publishes admission requirements only when a quote from the official page backs them. Consultancies get a multi-tenant workspace: Google sign-in, saved candidates, partner universities and instant Strong / Possible / Reach reports with PDF export.

Next.jsTypeScriptPostgreSQLLLM PipelineMulti-tenant SaaSGitHub Actions474 tests
Live demo Private repository

LitePhospho — Explainable Phosphosite Predictor

The live demo of my first-author thesis model: paste a protein sequence to predict phosphorylation sites (S/T/Y), each explained by the residues that drove it. My trained model, served via ONNX.

BioinformaticsExplainable AIONNXCNNStreamlit

AI Job Tracker — Full-Stack SaaS

Track job applications on a Kanban board and let AI score your CV against each role. FastAPI + PostgreSQL backend with JWT auth, migrations, a Postgres job queue and 128 integration tests; Next.js frontend. One-click demo account.

FastAPIPostgreSQLNext.jsJWT AuthJob QueueLLM

Agentic Research Assistant

An LLM agent that answers questions across your research papers with page-level citations — then scores its own answers for faithfulness and relevance.

RAGAI AgentsLLM EvalFAISSONNXGroq

Multimodal Visual Analyst

Upload any image to ask questions about it or get a one-click structured JSON analysis — powered by a vision-language model.

MultimodalVLMQwen 3.8Structured Extraction

Audio Intelligence

Turn a meeting or lecture recording into a transcript, a structured report (summary, action items), and a Q&A chat — local Whisper + LLM.

Speech-to-TextWhisperLLMStreamlit

Churn Prediction — MLOps

A model I train (scikit-learn) served in a production way: FastAPI + validation, a customer form, Prometheus metrics, a live dashboard, Docker and CI.

MLOpsFastAPIscikit-learnDockerCI/CDMonitoring

Research

Publications

First author on multiple peer-reviewed AI works in computer vision and explainable AI.

MEFNet — Hybrid CNN for Waste Classification + XAI

2026

First Author · IEEE PECCII 2026

MobileNetV3 + EfficientNetB0 fusion; 97.71% accuracy across 12 categories with Grad-CAM interpretability — outperformed ResNet50V2, EfficientNetV2, ConvNeXt-Tiny.

DOI: 10.1109/PECCII70991.2026.11662088

FusionNet — Deepfake Detection Framework

2025

First Author · VIJIR Vol.1(2) 2025 · UCICS

Hybrid DenseNet121/169; 91.22% accuracy, AUC 0.98, F1 92.56%; adversarial robustness tested against FGSM attacks.

DOI: 10.64296/vijir.v1i2.01

LitePhospho — XAI CNN for Phosphorylation Prediction

2025–2026

First Author · Undergraduate Thesis · Journal manuscript in preparation

Lightweight 1D-CNN with Integrated Gradients explainability; ONNX export for low-resource deployment; homology-aware benchmarking.

DOI: 10.5281/zenodo.21290440

Enhanced MobileNetV1 for Autism Detection

2025

Co-Author · IEEE QPAIN 2025

Co-authored an early autism-detection model using an enhanced MobileNetV1 architecture.

DOI: 10.1109/QPAIN66474.2025.11172046

Toolkit

Skills

Programming Languages

PythonC++CSQL

Databases

MySQLPostgreSQLSQLite

API Integration

REST API DesignOpenRouterOpenAIFastAPI Services

Data Structures & Algorithms

TreesGraphsPriority QueuesDynamic ProgrammingBFS/DFS

Data Preprocessing

Homology-aware Clustering (MMseqs2)Sequence-window ModellingData AugmentationNormalization

ML / DL

PyTorchTensorFlowKerasScikit-Learn

Architectures

CNNsDenseNetResNetMobileNetEfficientNet1D-CNN

CV / XAI

OpenCVMediaPipeGrad-CAMIntegrated GradientsLIMEONNX

LLM / GenAI

Prompt DesignChain-of-ThoughtRAGAI AgentsLLM Evaluation

Tools / Serving

VS CodeGitFastAPIDockerLinuxStreamlitTesseract OCR

Journey

Experience & Education

Prompt Engineering Intern

Jan – Apr 2026

Oleyn PTE Ltd. (Oleyn.ai) — Remote

  • Engineered structured prompts for production LLM pipelines across 3+ task categories using chain-of-thought and role-based strategies.
  • Benchmarked model outputs on reliability and quality metrics; milestones certified by the Co-Founder & CEO (Future Leaders Program, Batch 1).

Project Lead

Apr – Sep 2025

GeoChain — Rajshahi

  • Built a blockchain-ready property marketplace with identity verification workflows, securing funding and completing structured entrepreneurship training through the ICT Division & World Bank-backed UIHP Innovation Cohort.

Project Lead

Oct 2024 – Mar 2025

VetConnect — Rajshahi

  • Launched a digital veterinary platform prototype with GPS-based discovery, telemedicine, and e-commerce in 6 months, successfully securing a UIHP grant and completing structured innovation training.

B.Sc. in Computer Science & Engineering

Sep 2022 – Aug 2026

Varendra University, Rajshahi

CGPA 3.90 / 4.00 · Merit Scholarship (2022–2026) · Hult Prize Campus Team Leader (2026)

Certifications

Google AI Agents Intensive (5-Day)Machine Learning with PythonData Visualization with PythonGoogle Analytics

Let's talk

Get in touch

Open to AI/ML engineering roles — available full-time. The fastest way to reach me is WhatsApp, or ask my AI assistant anything using the chat bubble.