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Mounil2005/README.md
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About

B.Tech IT student at Manipal University Jaipur with 4 published/accepted research papers, a committer seat at Hiero (open-source distributed ledger SDKs), and a software development internship that went from "build the website" to owning the entire production stack.

I work across AI/ML research, open source contribution, and software engineering — not as separate tracks, but as the same habit of showing up for hard problems and shipping something real.


Research

Four publications across NLP, federated learning, computer vision, and privacy-preserving ML.

Paper Venue Status
Behavioral Conditioning & Analogical Retrieval for Emotionally Intelligent LLMs ACL 2025 Published
Privacy-Preserving ECG Classification via Federated Learning (FedDefender) ICDSA 2025 Published
MAGLFormer: Unified Transformer for Image Restoration SSIC 2025 Accepted
Federated Learning for Remote Sensing Image Analysis Book Chapter In press
Hybrid GIS-IoT-ML Framework for Intelligent Drinking Water Management (HydroGIS-ML) IEEE 2026 Accepted

Full record: ORCID · 0009-0002-3836-4590


Experience

Software Developer Intern  ·  Autellia Technology  ·  Sep 2025 – May 2026 · Remote

Frontend built from scratch. Sanity.io CMS modeled so the team edits content without touching code. Data flow cleaned up and the whole thing deployed to production on the company domain. One production site, real clients looking at it every day.

Next.js React TypeScript Sanity.io Content Modeling Tailwind CSS Responsive Design SEO GoDaddy DNS & Deployment


Research Intern  ·  IIIT Allahabad  ·  Jan 2026 – Feb 2026

Eastern Uttar Pradesh has 2.5 million registered rural water sources and under 29% of them have been formally tested. Under Dr. Saurabh Mishra at an Institute of National Importance, built HydroGIS-ML — IoT telemetry and Sentinel-2 satellite data fused into a GIS risk score, then a stacked Random Forest + XGBoost ensemble (explained with SHAP) that ranks which untested sources to test next. The allocation algorithm finds 89% of contaminated sources with 53% fewer tests than random sampling. Funded under CST-UP Project No. CST/D-1240, Department of Science & Technology, Government of Uttar Pradesh.

Python scikit-learn XGBoost SHAP GIS / MCDA Sentinel-2 IoT Telemetry Ensemble Learning


Projects

IMPRINT  ·  Source

Paste a URL or a GitHub repo. Imprint crawls it, fingerprints the DOM and the code, and scores how much of it was machine-generated — pattern detection, custom scoring heuristics, and a verdict you're welcome to argue with.

Next.js TypeScript Playwright Tailwind CSS Docker DOM Analysis Heuristic Scoring Web Crawling Vercel


AlertLens  ·  Source

When infrastructure breaks, it doesn't send one alert — it sends four hundred. AlertLens fingerprints them, vectorises with TF-IDF, and clusters on a time window with DBSCAN until what's left is the handful of incidents that actually happened, each with a root cause, a risk score, and a blast radius. 🥈 2nd place · HPE Synergy 2026 Hackathon (₹30,000).

Python FastAPI Next.js TypeScript scikit-learn DBSCAN TF-IDF Cerebras LLM


CausalOCPM  ·  Source

Process mining that answers "why," not just "what happened." Bridges object-centric event logs and structural causal models — discovers the DAG with the PC algorithm, closes backdoor paths, and runs counterfactual policy simulations you can actually act on. First public tool to unify OCPM, causal discovery, SCM fitting, and counterfactual simulation in one pipeline. 🥈 2nd place · MIT Research Conclave 2026 (₹12,000).

Python Streamlit pm4py causal-learn DoWhy Double ML SHAP Cerebras LLM


CodeTracker

Competitive programming tracker syncing activity from LeetCode, Codeforces, CodeChef, AtCoder, and GitHub. Contribution heatmaps, streaks, a markdown problem journal, and a Chrome extension with a built-in Pomodoro.

Next.js 15 TypeScript Tailwind CSS Supabase PostgreSQL Row Level Security Recharts GraphQL REST APIs Chrome Extension


Selenium Test Suite

End-to-end UI test framework on the Page Object Model. Explicit waits, headless runs, HTML reports, and CI that runs the full suite on every push.

Python Selenium 4 pytest Page Object Model webdriver-manager pytest-html GitHub Actions CI/CD


Open Source

Hiero  ·  Open-source distributed ledger SDKs  ·  Junior Committer · hiero-sdk-python

  • 30+ pull requests merged across the Python SDK, Go SDK, and hiero.org website
  • Contributions to the Hiero Analytics repo and hiero-streams-rs (Record Streams)
  • Features, bug fixes, code reviews, issue triage, and roadmap discussions as a committer

Python Go TypeScript Next.js React SDK Engineering Distributed Systems


Scribe  ·  Privacy-first language keyboards  ·  Contributor · Scribe-Android & Scribe-iOS

  • Contributions merged in both the Android (Kotlin) and iOS apps
  • Working with Wikidata-driven language data across platforms

Kotlin Android iOS Mobile Development Localization


Canasta / Wikimedia  ·  Contributor · Canasta CLI & CanastaWiki · Road to Wiki Cohort 2

  • Canasta CLI contributions — MediaWiki hosting turned into one command
  • One of five students selected from MUJ for Road to Wiki Cohort 2
  • Co-organized the Road to Wiki flagship event with 100 shortlisted participants
  • Student Convenor: Pixel to Product hackathon — 100+ participants, Wikimedia's 25th birthday

Python Docker MediaWiki CLI Development Community Building Open Knowledge


Leadership & Operations

Central Student Placement Coordinator  ·  Manipal University Jaipur

A small central team sits between the student body and every company hiring from campus — coordinating JDs, eligibility lists, interview panels, shortlists, and offer rollouts end-to-end.

Other roles: Community Manager, ACM Club  ·  Treasurer, WikiClubTech MUJ  ·  Student Convenor, SSIC 2025  ·  Logistics lead for two Wikimedia events (100+ participants each).

Recognition: 🥈 2nd place (₹30,000) — AlertLens at the HPE Synergy 2026 Hackathon  ·  🥈 2nd place (₹12,000) — CausalOCPM at the MIT Research Conclave 2026.

Most of what's on this page started the same way: something needed doing, nobody was quite sure how, and I said I'd figure it out. A placement drive, a hackathon for a hundred people, a codebase I'd never seen. Same answer every time.


Tech Stack

AI / ML

Python PyTorch HuggingFace scikit-learn NumPy Pandas Matplotlib Jupyter Streamlit

Web / Full-Stack

TypeScript JavaScript React Next.js FastAPI Tailwind CSS Kotlin

Systems / DevOps

C++ C Java Go Docker MySQL Git Linux Selenium GitHub Actions


Certifications

Year Certification
2018 Trinity College London · Communication Skills
2024 Oracle · Database Programming with SQL View
2025 Google AI Essentials View
2026 NVIDIA · AI on Jetson Nano View
2026 Qualcomm · Model-to-App Development View
2026 Cisco · Introduction to Modern AI View
2026 SAP Analytics Cloud · Exploring View
2026 SAP Analytics Cloud · Designing Stories View
2026 SAP Analytics Cloud · Manual Planning View

GitHub Stats

Total contributions since account start

3D contribution skyline

Public contributions, past year only — numbers won't match the streak stats above


Connect

       

B.Tech Information Technology · Manipal University Jaipur · 2023–27

developer at work

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  1. Mounil2005 Mounil2005 Public

    This repository contains my GitHub profile README 🚀

  2. 100-days-of-code 100-days-of-code Public

    Jupyter Notebook