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
Acceptedwith Prof. A.B.M. Alim Al Islam, BUET
NeurIPS 2025 Workshop (FPI & SPIGM)
Paper βImpact of Stain Normalization and Background Filtering on Deep Learning & Transformer-based Models for Ovarian Cancer Histopathology Classification
PublishedICCIT 2025
Paper βDimensionality Driven Resampling
In Progresswith Prof. Sukarna Barua, BUET
Novel dimensionality-driven resampling method for class imbalance. Manuscript in preparation.
Drug Effects on EEG-based Epilepsy Prediction
In ProgressInvestigating pharmacological interventions on EEG signal patterns for seizure prediction.
Experience
Software Engineer (Part-Time)
PeriScaleAI
- Led development of a B2B AI-driven automatic content generation system for marketing and brand promotion
- Designed multi-agent pipelines using LangGraph for orchestrating generation, refinement, and validation stages
- Built distributed backend services using FastAPI with Celery/Redis-based task queues for scalable async execution
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.
Cognitia
AI-powered study platform for BUET students with LLM-driven content generation pipelines. Backend and AI services deployed on Azure.
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.
Shohochori
Social and wellness platform for elderly users with accessibility-focused React frontend and Spring Boot microservice backend.
AxleCar
Gesture-controlled robotic vehicle using ATmega32 with gyroscope input and ESP32-CAM for wireless video streaming.
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.
Network Security Toolkit
Packet-level network tools in C++ and Python for packet flooding and ICMP fragmentation attacks using raw sockets and Scapy.
Compiler
Early-stage compiler for C-like syntax with separate lexical analyzer, parser, and code generator.
Education
Bangladesh University of Engineering and Technology (BUET)
Jan 2022 β May 2026Bachelor of Science in Computer Science and Engineering
Relevant Coursework: Algorithms, Data Structures, Graph Theory, Machine Learning, Artificial Intelligence, Operating Systems, Compilers
Awards
- Silver Medalist, International Blockchain Olympiad2025
- Honorable Mention, Asia Pacific Mathematical Olympiad (APMO)2019
- IMO Training Camp2018β2020
- Academic Team Member, Bangladesh Mathematical Olympiad2022βPresent
- Finalist, Innovation World Cup2025
- Global Top 100, Reply AI Agents Challenge (out of 2000+ teams)2026
- Finalist, GP FutureMakers2026
- Top 50, Solvio AI Hackathon2026
- 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
- Agentic & LLM:
- LangChain, LangGraph
- Programming:
- Python, C, C++, Java, JavaScript
- Backend:
- FastAPI, Django, Node.js, Spring Boot
- Frontend:
- React.js, Next.js
- Blockchain:
- Solidity, Ethereum, Smart Contracts, Hardhat, Ethers.js
