AIMLSystems 2025 · IEEE XplorePUBLISHED
Adaptive Quantum-Enhanced Learning (NISQ Era)
Hybrid framework for robust QML; presented at the 5th Intl. Conf. on AI-ML-Systems.
PAPER #01READ DETAILS
Open to AI / ML internships & roles
KUSHAGRA
GOYAL.
CS undergrad at Symbiosis Institute of Technology. AI/ML researcher. Systems tinkerer building agentic AI, post-quantum pipelines, and generative medical vision.
Pune, IN·B.TECH CSE · 2023–2027·3× PUBLISHED
ID // mardormusREC
★ IEEE PUBLISHED
3 PUBLICATIONSIEEE XPLOREMICROSOFT COPILOT CHAMPIONHACKFEST RUNNER-UPRUST · PYTHON · DARTAGENTIC AIPOST-QUANTUM CRYPTOQUANTUM MLOPEN TO INTERNSHIPSHIRE FOR AI / ML3 PUBLICATIONSIEEE XPLOREMICROSOFT COPILOT CHAMPIONHACKFEST RUNNER-UPRUST · PYTHON · DARTAGENTIC AIPOST-QUANTUM CRYPTOQUANTUM MLOPEN TO INTERNSHIPSHIRE FOR AI / ML
00 // ABOUT
THE BRIEF.
// 00 // about.md
I build things that sit at the seams — where quantum ML, agentic systems, and post-quantum crypto stop being buzzwords and start shipping. Four papers deep, five hackathons in, and currently exploring generative medical imaging.
01 // VOLUNTEERING
SIDE STUFF.
Paws Care Animal Resq (NGO)
Volunteer Developer · Pune
Jul 2025 → Mar 2026
Helped build a Flutter + Firebase adoption app with sign-in and cloud workflows.
02 // RESEARCH
PAPERS & PROOFS.
// 02 // research.md
SCI 2026ACCEPTED
Adaptive PQC Key-Encapsulation for Multipath QUIC Telemetry
Quantum-resilient multipath QUIC with learning-based routing and adaptive FEC.
PAPER #02READ DETAILS
SCI 2026ACCEPTED
LLM-Based Courtroom Simulation for Indian Civil Law
Multi-agent RAG framework using the Indian Kanoon corpus for adversarial legal proceedings.
PAPER #03READ DETAILS
PreprintUNDER REVIEW
Neural Ricci Flow: Curvature-Constrained SSL Regularizer
Sinkhorn OT regularizer prevents manifold collapse. +5.2% accuracy at low overhead.
PAPER #04READ DETAILS
03 // PROJECTS
SHIPPED THINGS.
// projects.md
PROJ / 01DETAILS
Medical-to-Medical Image Generation
Research · Jan 2026 – Present
High-fidelity medical modality translation using generative deep learning. This project translates MRI scans to CT scans (and vice versa) utilizing dual-generator GANs and DDPMs (Denoising Diffusion Probabilistic Models), reducing scan times and costs while preserving pixel-perfect anatomical structures.
GANsPyTorchDiffusion
VIEW CASE STUDY
PROJ / 02DETAILS
Simple Operator
Rust · LZ4 · Nov–Dec 2025
An asynchronous secure file transfer pipeline built in Rust. It utilizes high-throughput LZ4 compression, post-quantum key encapsulation, and CRC32 payload verification to deliver lightweight, highly resilient secure data pipelines. The system yields +30% throughput, +40% network reliability, and 20–25% smaller secure payloads.
RustPQCLZ4CRC32
VIEW CASE STUDY
PROJ / 03DETAILS
MedDo
Python · Pinecone · Aug–Oct 2025
A LeetCode-style interactive preparation platform for USMLE (United States Medical Licensing Examination) exams. Powered by Pinecone vector databases and RAG, it serves over 1,000+ interactive clinical cases, adapting dynamically to user weak points and reducing exam prep time by approximately 35%.
PineconeRAGPython
VIEW CASE STUDY
PROJ / 04DETAILS
Lex Orion
LangGraph · RAG · Jan–Apr 2025
An agentic AI courtroom simulator. Utilizing LangGraph for complex agent coordination, this system assigns autonomous judge and lawyer agent roles to analyze legal documents, automate argument extraction, cross-examine evidence, and draft briefs from 300+ civil lawsuit files.
LangGraphAgentsRAG
VIEW CASE STUDY
PROJ / 05DETAILS
AURA 1.0
IoT · Aug 2024
An IoT-driven environmental risk analyzer. Built with hardware sensors (DHT11 temperature/humidity, MQ135 air quality) connected to a reinforcement learning model that analyzes real-time ambient hazards and predicts fire or air quality threats.
RLDHT11MQ135
VIEW CASE STUDY
04 // WINS
HONORS & HACKS.
// 04 // wins.md
- 01Microsoft Copilot Challenge — WinnerRanked 1st of 2,000+ in a 4-week GenAI challenge (2024).
- 02HACKFEST 2.0 — Runner UpData Policy Compliance Agent, 3,500+ participants. GDG New Delhi × Turgon AI.
- 03Tempo Builder Hackathon — FinalistTop 5 · Autonomous merchant finance via agentic transaction monitoring.
- 04x402 Protocol Hackathon — Top RankingDecentralized AI marketplace with smart-contract micropayments on Aptos.
- 05TrackShift Hackathon — FinalistSmart File Transfer System. Haas MoneyGram F1 × Mphasis.
05 // STACK
THE TOOLKIT.
AI / ML
Generative AI (GANs)Agentic AIMulti-AgentRAGLangChainLangGraphPyTorchRL
Specialized Systems
PQCQUICQuantum ML (NISQ)Pinecone
Languages
C++CPythonRustDartSQLBashHTML/CSSJava
Tools
DockerFirebaseGitReactNode.jsExpressMongoDBREST