Seemanta Bhattacharjee

hacker with a knack for problem solving

Exploring quantum algorithms for machine learning and trustworthy AI-assisted software development.

Seemanta Bhattacharjee

Work Experience

Professional experience in industry and research

November 2023 - Present

re:frame

Software Engineer

  • Built LLM-aware compilers that generate provably correct and type-safe code.
  • Developed Docker container images and accompanying deployment scripts to automate service rollout.
  • Enabled precise point-in-time database snapshot restoration for rapid data recovery.
  • Developed observability dashboard to monitor and debug systems in production.
Compiler
TypeScript
Docker
AWS
SQLite
October 2024 - April 2025

SierraRomeo.AI

Lead Engineer

  • Built the data pipeline and data orchestration infrastructure for an enterprise aviation compliance and analytics platform.
  • Used Turbopuffer to index, catalog, and manage data across hundreds of document types for rapid search and retrieval.
  • Developed an intelligent assistant tool to automatically analyze and extract insights from user-uploaded compliance documents.
RAG
GCS
Inngest
React
TypeScript
July 2023 - September 2023

Scale AI

Software Engineer (Contract)

  • Taught AI coding agents how to solve problems in competitive programming.
  • Automated stress testing and failure-case generation via Bash to boost code robustness.
  • Streamlined AI workflows with Python, TensorFlow, and PyTorch.
C++
Algorithms
Bash
Python
Reinforcement Learning

Projects

Collection of research, personal, and team projects

Distributed ML Framework
Quantum Diffusion Models
Generating Realistic Quark-Gluon Interactions with Diffusion Models

This project applies advanced diffusion models to the CMS experiment's quark-gluon dataset, generating realistic multi-channel images (HCAL, ECAL, track) that reflect particle interactions in high-energy collisions.

PyTorch
Diffusion Models
Quantum Computing
Algorithm Optimization Library
ChessAI
Chess analysis tool to improve your moves

Modern LLMs still have a long way to go when it comes to playing or understanding chess. This is an experimental approach that uses a combination of stockfish and an LLM to analyze and improve your chess moves.

Engine Analysis
LLM
Chess
Privacy-Preserving ML
10xlaunch
Get 10x more users from same website traffic

Just add a one-line script to your website and know exactly who's visiting your website. Get names, emails, and LinkedIn profiles of your anonymous website visitors automatically as soon as they land on your website.

User Intelligence
Growth Hacking

Publications

Academic papers and research publications

Classification of Financial Data Using Quantum Support Vector Machine
Undergraduate Thesis, Asian Quantum Information Science Conference (AQIS) 2023
arXiv
Publication preview

We performed a comprehensive study applying quantum kernels to financial time‑series data, using a self‑curated Dhaka Stock Exchange (DSEx) Broad Index dataset. Implemented and benchmarked multiple quantum‐kernelized SVM models, identified the optimal kernel for our dataset, and demonstrated an empirical quantum advantage. To ensure robustness, we validated results against the Phase Space Terrain Ruggedness Index and projected the computational resources required to scale this approach for future practitioners.

Authors:

Seemanta Bhattacharjee, Md. Muhtasim Fuad, and A. K. M. Fakhrul Hossain

Awards & Honors

Problem Solving and Programming Competitions

International Collegiate Programming Contest

2023

Ranked 10th (top 1% out of 1200+ teams) in ICPC Dhaka Regional Contest 2022.

Meta Hacker Cup

2023

Ranked among the top 8% of 20,000+ participants worldwide in the Meta Hacker Cup 2023.

Google Kick Start

2022

Top 2% among 17,000+ participants in Google Kick Start Round A 2022.

Bangladesh Mathematical Olympiad

2013

Chittagong Divisional Champion in the largest mathematical olympiad in Bangladesh.

National High School Programming Contest

2016

Secured 2nd place out of 100+ participants in the 2016 National High School Programming Contest divisional round.

Government Talent Pool Scholarship

2010–2021

Awarded a merit-based full free studentship and monthly stipend by the Board of Intermediate and Secondary Education for outstanding performance in the national board examinations.

Samsung R&D Code Competition

2022

Ranked among top 2% of 1600+ participants in the SRBD Code Contest, organized by Samsung R&D Institute Bangladesh.

Inter University Programming Contests

2019-2023

Ranked top 10 in multiple national level Inter University Programming Contests.

Competitive Programming

Journey as a competitive programmer

Codeforces
Max Rating: 1956 (Candidate Master)

Top 1% globally among 900,000+ users.

CodeChef
Max Rating: 2010 (5★)

Top 1% globally among 1,000,000+ users.

LeetCode
Max Rating: 2342

Top 0.6% globally among 700,000+ users, top 10 in Bangladesh.

International Problem Setting
Judge and Problem Author for International Platforms
CodeChef

CodeChef

HackerEarth

HackerEarth

CodeDrills

CodeDrills

Contribution Highlights

  • Created algorithmic challenges for international coding competitions
  • Designed test cases to validate solution correctness and efficiency
Inter-University Programming Contests
Judge and Problem Author for National level Inter University Programming Competitions
  • Miaki Presents IUPC | KUET BitFest 2025
  • IUT 11th National ICT Fest 2024
  • Kite Games IUPC | SUST CSE Carnival 2024
  • 15th IIUC IUPC 2023
  • SEC Inter University Junior PC 2022

Outreach

Mentoring and training the next generation of problem solvers

Bangladesh Competitive Programming Society
Training Contest Manager 2022 - Present

Founding member of the largest Competitive Programming Discord Community in Bangladesh, with over 11,000 active members.

Bangladesh Mathematical Olympiad
Academic Team Member 2018 - 2020

Authored problems for BdMO contests with participation from over 40,000 students nationwide.

Contributed to the evaluation and selection of problems for the competition.

SUST Competitive Programming Lab
Trainer 2022 - 2024

Trained 200+ students in competitive programming, preparing them for national and international contests.

Set weekly training contests, provided feedback, and helped form ICPC teams that attended the ICPC World Finals.

Chittagong Junior Coders
Trainer, Algorithms Workshop 2018 - 2019

Mentored 50 high school students in foundational competitive programming, providing introductory classes on algorithms and data structures.

PUST Competitive Programming Workshop
Guest Trainer 2023

Led a three-month intensive program for ICPC preparation, helping two teams qualify for the first time in the university's history.

Introduction to Math Olympiad (Primary Category)
Co-authored book for young math enthusiasts
Book
Math Olympiad Book Cover

I co-authored a Bengali book that gently introduces children to core problem-solving techniques and prepares them for Math Olympiads. Filled with step-by-step exercises, clear visual explanations, and fun, thought-provoking challenges, it’s designed to nurture young learners’ mathematical intuition from the ground up.

Problem Solving
Mathematics
Education

Published by Swapno '71 Publication, 2023