Swarup Sidhartho Mondol

Swarup Sidhartho Mondol

Software Engineer & Researcher β€” CSE, BUET

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 πŸ₯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 πŸ˜‰

Research

DDS-E-Sim: A Transformer-based Probabilistic Generative Framework for Simulating Error-Prone DNA Sequences for DNA Data Storage

Accepted

with Prof. A.B.M. Alim Al Islam, BUET

NeurIPS 2025 Workshop (FPI & SPIGM)

Paper β†’

Impact of Stain Normalization and Background Filtering on Deep Learning & Transformer-based Models for Ovarian Cancer Histopathology Classification

Published

ICCIT 2025

Paper β†’

Dimensionality Driven Resampling

In Progress

with Prof. Sukarna Barua, BUET

Novel dimensionality-driven resampling method for class imbalance. Manuscript in preparation.

Drug Effects on EEG-based Epilepsy Prediction

In Progress

Investigating pharmacological interventions on EEG signal patterns for seizure prediction.

Experience

Software Engineer (Part-Time)

PeriScaleAI

Oct 2025 – Feb 2026
  • 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 Medal

Blockchain 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 Finalist

Real-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 – May 2026

Bachelor 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 Camp2018–2020
  • Academic Team Member, Bangladesh Mathematical Olympiad2022–Present
  • 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