Hi, thanks for stopping by to check out my profile. To your possible disappointment, this is little more than a poorly maintained extension of my CV β apologies π₯Ή
I am Swarup Sidhartho Mondol. I graduated from Bangladesh University of Engineering and Technology in 2026 with a major in CSE. My current interests lie in Mathematics, Algorithms, Machine Learning, and Multi-Agent Systems. Being trained as an engineer, I also enjoy building things, mostly backends and AI/ML powered pipelines.
I deeply enjoy Classical music, and my bansuri has been a constant companion for the past eight years.
Tea over coffee, any day π
Research
DDS-E-Sim: A Transformer-based Probabilistic Generative Framework for Simulating Error-Prone DNA Sequences for DNA Data Storage
Publishedwith Prof. A.B.M. Alim Al Islam, BUET
NeurIPS 2025 Workshops (FPI & SPIGM)
Paper βImpact of Stain Normalization and Background Filtering on Deep Learning & Transformer-based Models for Ovarian Cancer Histopathology Classification
PublishedICCIT 2025
Paper βDMOTE: Dimensionality-Driven Minority Oversampling Techniques for Imbalanced Learning
Under Reviewwith Prof. Sukarna Barua, BUET
Novel dimensionality-driven oversampling method leveraging dimensional geometry for minority class synthesis under class imbalance.
Drug Effects on EEG-based Epilepsy Prediction
In ProgressInvestigating pharmacological interventions on EEG signal patterns for seizure prediction.
Experience
Machine Learning Engineering Expert
BUET
- Building an AI-enabled system for evaluating, correcting, and modifying architectural and structural drawings against the Bangladesh National Building Code
- Building a document-processing pipeline that transforms the building code into structured, machine-readable data
- Developing a compliance-checking system that detects code violations in architectural diagrams and retrieves the relevant regulatory provisions
Software Engineer (Part-Time)
PeriScaleAI
- Led development of an AI-driven content generation platform that produced brand-specific images, videos, blog posts, and social media content, integrated with a CRM for automated customer engagement across WhatsApp and LinkedIn
- Designed multi-agent pipelines using LangGraph to orchestrate content generation, review, and validation stages with stateful execution and failure recovery
- Built distributed backend services using FastAPI with Celery/Redis-based task queues for scalable async execution and integration with external APIs and AI services
Selected Projects
Veritas
IBCOL 2025 Silver MedalBlockchain and AI-powered digital justice platform with public blockchain audit trails, IPFS evidence storage, and Solidity smart contracts.
ChinhoAI
GP FutureMakers FinalistReal-time Bangla to Bangla Sign Language dual translation using OpenCV, MediaPipe, and keypoint-based gesture representations.
ScrappyBuddy
LangGraph-orchestrated agent extracting semantic content signals from unstructured sources with NLP-based change detection. Built with FastAPI, Celery/Redis, and Google Gemini.
Cognitia
AI-powered study platform for BUET students with LLM-driven content generation pipelines. Backend and AI services deployed on Azure.
Woodland Escapade
Multi-stage first-person shooter game built with raw OpenGL in C, featuring enemy interaction, physics, and stage progression.
Kothin Trains
Train ticketing platform with seat selection, scheduling, and booking. Django backend with raw SQL query layer.
Education
Bangladesh University of Engineering and Technology (BUET)
Graduated Jun 2026Bachelor of Science in Computer Science and Engineering
Awards
- Silver Medalist, International Blockchain Olympiad2025
- Honorable Mention, Asia Pacific Mathematical Olympiad (APMO)2019
- International Mathematical Olympiad (IMO) Extended Camp and National Camp2016β2020
- Sir Fazle Hasan Abed Scholar, BRAC University2020
- Academic Team Member, Bangladesh Mathematical Olympiad2022βPresent
- Global Top 100, Reply AI Agents Challenge (out of 2000+ teams)2026
- Finalist, Innovation World Cup2025
- Finalist, GP FutureMakers2025
- Top 50, Solvio AI Hackathon2025
- Finalist, Bangladesh Blockchain Olympiad2023
- 3rd Place, BUET CSE Fest Hackathon β Blockchain Category2023
- Finalist, Therap JavaFest2023, 2024
Skills
- ML & AI:
- PyTorch, Transformers, Computer Vision, NLP, Generative Modeling, Pandas, SciPy
- Agentic, LLM & Automation:
- LangChain, LangGraph, Selenium, Playwright, BeautifulSoup
- Programming & Frontend:
- Python, C, C++, Java, JavaScript, React.js, Next.js
- Backend & Infra:
- FastAPI, Django, Node.js, Spring Boot, PostgreSQL, MongoDB, Redis, Docker, NGINX
- Blockchain & Web3:
- Solidity, Ethereum, Smart Contracts, Hardhat, Ethers.js
