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sanvisharma850/README.md

Ex-Intern @ Max Healthcare • Adobe Student Ambassador • Quantum ML Researcher • National Awardee • Executive Member @ ACM MIT Bengaluru • B.Tech CSE @ MIT Bengaluru


About Me

  • B.Tech CSE @ Manipal Institute of Technology, Bengaluru
  • Exploring Quantum Machine Learning, Ethical AI, NLP, Cybersecurity & Computer Vision
  • Research-focused with experience in NISQ optimization, CV pipelines, and Generative AI
  • Former Intern at Max Healthcare (AI/CV + Cybersecurity) & Adobe India
  • National-level project achievements across AI, robotics, and mental wellness tech
  • Executive Member of ACM Student Chapter, MIT Bengaluru

Featured Research & Projects

D-HAQNAS — Differentiable Hardware-Aware Quantum Neural Architecture Search

Qiskit • PennyLane • PyTorch • NISQ Optimization • Quantum ML

Designed a differentiable super-circuit framework for joint optimization of quantum gate topology and variational parameters under real NISQ hardware constraints.

  • Achieved 31.5% sparsification while maintaining 96.21% accuracy on PneumoniaMNIST
  • Demonstrated +4.17% statistically significant gain on RetinaMNIST (p = 0.031) via hybrid classical–quantum architecture with weighted residual fusion
  • Simulated realistic IBM Quantum noise models, achieving 98.9% performance retention

Bridging quantum hardware constraints with differentiable learning.


CASE FILE: LAST COMMIT — Cybersecurity Murder Mystery Challenge

Cyber Forensics • Cryptography • Network Security • UI/UX Design

Designed and executed an end-to-end cybersecurity investigation challenge for ACM TURINGER, integrating forensics, phishing analysis, MITM scenarios, encrypted artifacts, and log analysis.

  • Led challenge design: technical rulebook, evidence dependency flow, scoring logic, and participant-facing UI/UX
  • Managed execution and marketing with a ₹5,000 prize pool

Making incident response education immersive and competitive.


IRIS — AI Assistive Device for the Visually Impaired

TensorFlow • Python • Computer Vision • UX Design

Wearable vision aid prototype achieving 85% indoor obstacle detection accuracy using object detection + haptic feedback.

Building AI that helps people see the world better.


DORI — AI-Enabled Robotic Fish

Raspberry Pi • TensorFlow • Sensor Fusion • Robotics

Ranked Top 250 / 20,000+ at ATL Marathon. Won 2nd Prize + ₹10,000 at Sustainable Innovators Science Exhibition. Bio-inspired robotic fish with ML-powered navigation.

Blending biology, robotics, and AI into one.


Real-Time Motion Tracking with Gaussian Mixture Models (MoG)

OpenCV • NumPy • Statistical Modeling

Built during Max Healthcare internship. 3-GMM per-pixel foreground detection system with ~40% noise reduction for surveillance applications.

Computer vision built for real-world monitoring systems.


GPT-2 Text Generation App

Hugging Face • Transformers • Streamlit • NLP

Offline local text-generation app with adjustable temperature, top-k, and top-p sampling — fully deployable without internet.

Lightweight LLMs for creative AI applications.


Tech Stack

Languages

AI / ML / CV Tools

Quantum Computing

Qiskit · PennyLane · Variational Circuits · Parameter-Shift Gradients · NISQ Optimization · VQAs

Cybersecurity Tools

CrowdStrike Falcon · Trend Micro · Netskope · Check Point · FortiGate · Akamai WAF · Cyble · Comohlo

SIEM · EDR · DLP · TCP/IP · DNS · Threat Intelligence

Development & Cloud

Design & Creative Tools


Experience

Role Organization Duration
Cybersecurity Intern Max Healthcare Dec 2025 – Jan 2026
Intern, Coding Division Max Healthcare Jun 2025 – Jul 2025
AI & Data Science Intern IIT Madras Sep 2024 – Oct 2024
Student Ambassador Adobe India Aug 2023 – Oct 2023

Research & Training

Advanced Quantum Computing Program (Oct 2025 – Present) Manipal Institute of Technology × Qomputing.AI — 6-month program covering quantum mechanics foundations, circuit model, VQAs, and hybrid quantum-classical models on NISQ hardware.


Achievements & Certifications

Major Achievements

  • 🏆 ATL Marathon – National Winner (Top 250 / 20,000+) (2024)
  • 🥈 Sustainable Innovators Science Exhibition – 2nd Position + ₹10,000 (2024)
  • 🇮🇳 CBSE National Science Exhibition – Finalist (2023–24)
  • 🏅 Sustainable Innovators Competition – Challengers Award (Jan 2024)
  • 🎖️ Adobe India Student Ambassador Award – First Position (2023)

GitHub Metrics


🌐 Connect


Thanks for visiting!

Pinned Loading

  1. Differentiable-Hardware-Aware-Quantum-Neural-Architecture-Search Differentiable-Hardware-Aware-Quantum-Neural-Architecture-Search Public

    Gradient-based quantum neural architecture search for NISQ-compatible medical imaging. Jointly optimizes circuit topology and weights under hardware constraints — 78.6% fewer parameters, 31.5% gate…

    Jupyter Notebook 1

  2. IntentFormer-Trajectory-Prediction IntentFormer-Trajectory-Prediction Public

    Transformer-based multimodal model for predicting pedestrian and cyclist intent and future trajectories using nuScenes data.

    Jupyter Notebook 1

  3. LAST-COMMIT LAST-COMMIT Public

    Designed and executed a cybersecurity investigation challenge integrating cyber forensics, phishing analysis, MITM attack scenarios, encrypted and encoded artifacts, log analysis, and commit histor…

    HTML 1

  4. mog-motion-tracking mog-motion-tracking Public

    Adaptive Background Mixture Models (MoG) for real-time motion detection and foreground tracking using OpenCV and NumPy.

    Python 1

  5. GPT2-Text-Generator-App GPT2-Text-Generator-App Public

    GPT-2 deployed with a simple UI — generate, tweak, and explore how temperature affects creativity.

    Python 1

  6. Stable-Diffusion-Image-Generator Stable-Diffusion-Image-Generator Public

    A simple and intuitive web-based image generator built using Hugging Face's Stable Diffusion and Streamlit. Generate high-quality AI art by entering just a text prompt.

    Python 1