rahul = {
"role" : "M.Sc. CS & Engineering @ BUET, Dhaka",
"background": "B.Sc. Mathematics → Software Engineering via Open Source",
"gsoc" : "Google Summer of Code 2025 — MBDyn (Genetic Algorithm in C++)",
"interests" : ["Evolutionary Algorithms", "Computer Vision", "Generative AI",
"Multi-Agent Systems", "Federated Learning", "Quantum Computing"],
"open_to" : "Research collaborations & open-source projects 🟢",
}- 🧬 GSoC 2025 contributor — implemented a Genetic Algorithm module in C++ for multibody dynamics optimization at MBDyn
- 🤖 Former AI Engineer Intern @ Technyx — built production CV and GenAI pipelines
- 🌍 7+ merged PRs across OpenVINO, Keras, AIOpsLab, OpenML, and SHAP
- 🏫 Co-founded a training centre during COVID-19 that taught 200+ students free of charge
- ✍️ Writing about my GSoC journey on Medium
| Institution | Degree | Period | |
|---|---|---|---|
| 🏛️ | Bangladesh University of Engineering & Technology (BUET) | M.Sc. Computer Science & Engineering | 2024 – 2026 |
| 🎓 | Mawlana Bhashani Science & Technology University | B.Sc. Mathematics · CGPA 3.26/4.00 | 2018 – 2023 |
🌐 Google Summer of Code 2025 — MBDyn | Jun–Aug 2025 · Remote
Designed and implemented a Genetic Algorithm module in C++ for evolutionary optimization within the MBDyn multibody dynamics framework. Contributed production-grade code integrating crossover, mutation, and selection strategies.
C++Evolutionary AlgorithmsGenetic AlgorithmOpen Source
🤖 AI Engineer Intern — Technyx | Dec 2024–Apr 2025 · Dhaka
Developed AI/ML pipelines for computer vision and generative AI applications. Worked with modern deep learning stacks for real-world product deployments spanning data science workflows and production-ready model serving.
PythonComputer VisionGenerative AIData Science
🏫 Co-founder & Trainer — Digital Computer Training Centre | Nov 2020–Jan 2022 · Cox's Bazar
Co-founded a digital training centre with my elder brother during the COVID-19 pandemic. Provided free instruction in MS Office, Photoshop, and Illustrator to 200+ students from the local community.
TeachingCommunity ImpactAdobe SuiteMS Office
| Repository | PR | What I Did |
|---|---|---|
openvinotoolkit/openvino |
#32554 | Translator for PyTorch cross_entropy_loss in OpenVINO frontend (log_softmax + NLL loss) + tests |
openvinotoolkit/openvino |
#34343 | Translator for quantized::relu6 via clamp + re-quantization + regression tests |
keras-team/keras |
#22146 | Added bitwise_left_shift & bitwise_right_shift support in OpenVINO backend |
microsoft/AIOpsLab |
#126 | Fixed Helm integration bug — corrected helm.status() parameter in Prometheus telemetry |
openml/openml-python |
#1679 | Replaced live network calls with local mocks for deterministic offline test execution |
shap/shap |
#4523 | Code review & design feedback improving correctness of explainability logic |
shap/shap |
#4440 | Fixed edge-case SHAP value inconsistencies + added stability tests |
🔬 AI & ML Research Projects
| Project | Description | Stack | Year |
|---|---|---|---|
| GAT_ASP-UNet | Ensemble-based U-Net for medical image segmentation | PyTorch U-Net GAT |
2026 |
| StackDPP_vs_TransBind | ML vs DL comparison for DNA binding protein prediction | Python ML DL |
2026 |
| Behavior Prediction | ML pipeline for behavior prediction | Python Scikit-learn |
2026 |
| Hand Gesture Prediction | LSTM & 1D ConvLSTM for gesture sequence prediction | MediaPipe Python |
2025 |
🤖 AI Agents & LLM Systems
| Project | Description | Stack | Year |
|---|---|---|---|
| ChotoVai | Small Language Model-based multi-agent coding agent | SLM Multi-Agent |
2026 |
| AI Customer Support Agent | Production-grade multi-agent support & sales system | LangGraph FastAPI Redis Docker |
2025 |
| Farmer AI Assistant | Agent-based intelligence for farmers · BRAC Hackathon 4th place | FastAPI CV Gemini API |
2025 |
⚙️ Systems & Other Projects
| Project | Description | Stack | Year |
|---|---|---|---|
| Genetic Algorithm Library | Optimization library for scheduling & pathfinding | Python C++ |
2026 |
| GRE Vocab App | AI-powered vocabulary journey app (closed testing) | Firebase GCP Cloud Run |
2026 |
| Blockchain EHR System | Federated learning + smart contract medical document sharing | Go JS Python |
2026 |
| Restaurant Website | Order-enabled restaurant site | Java JSwing MySQL |
2023 |
- 📄 Edge Coloring & Fixed Parameter Tractability — (Paper Reviewed)
- 📄 Knowledge Graph Reasoning for Time-Related Data using GNNs — (Paper Reviewed)
- 🔄 Fuzzy-Based Automated Genetic Algorithm Optimization — Ongoing
- 🔄 Fusion-based UNet for Medical Image Segmentation — Ongoing
- 🔄 Autonomous SRE using RL-enabled LLM Multi-Agent Systems — Ongoing
AI & ML
Languages
MLOps & Infrastructure
| Place | Event | Project |
|---|---|---|
| 🥉 3rd | Innovation Cohort 4, University Innovation Hub — BUET (Aug 2025) | Data transmission using laser light |
| 4th | BRAC University AI Hackathon (May 2025) | Web-based Farmer AI Assistant |
| 5th | Innovation Cohort 2, University Innovation Hub — BUET (May 2025) | AI-enhanced drone for rescue & search |
- 🎓 General Secretary — Chittagong–Cox's Bazar Student Welfare Association, MBSTU (2022–2023) Guided students from Chittagong and Cox's Bazar on career planning and further studies.
- 🪖 Bangladesh National Cadet Corps (BNCC) (2018–2022) Developed leadership, discipline, and civic responsibility through national service.
