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Swayam200/README.md
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🧑‍💻 About Me

class Swayam:
    name       = "Swayam Prakash Panda"
    location   = "Daman, India 🇮🇳"
    education  = "B.Tech CSE (AI & ML) @ VIT Bhopal (2023–2027) | CGPA: 8.64"
    role       = "AI Engineer · Backend Developer · IEEE Author"

    research   = "Cross-platform misinformation detection + entropy-based cryptography"
    interests  = ["NLP", "Transfer Learning", "ML Systems", "Scalable Backends", "Computer Vision"]

    currently  = [
        "Summer Intern @ FOSSEE, IIT Bombay",
        "Python Dev Intern @ TechMasterAI Digi Pvt. Ltd.",
        "Student Coordinator @ GeeksforGeeks VIT Bhopal",
        "Technical Team Lead @ VITB AI Innovators Hub",
        "Building Darzi: AI Resume Suite",
    ]

    fun_fact   = "I once generated passwords using goldfish movement entropy 🐠"

🔬 Research & Publications

📄

True Random Number Generator using Biological Entropy

IEEE ASSIC 2026 · KIIT University · Aug 8–10, 2026 · Accepted for publication

  • Explores entropy extraction from biological motion for secure random number generation
  • Uses real-world motion capture and cryptographic hashing to create robust random seeds
  • Accepted for IEEE Xplore publication and indexed in Scopus & Web of Science
📄

Evaluating the Portability of BERT-based Misinformation Detection from Twitter to Bluesky

IEEE RCSM 2025 · MANIT Bhopal · Dec 5–6, 2025 · Published in IEEE Xplore

  • Conducted a 3-stage controlled cross-platform transfer experiment using BERT-based classifiers
  • Achieved F1 = 0.73 in zero-shot transfer (Twitter → Bluesky)
  • Improved to F1 = 0.997 after platform-specific fine-tuning
  • Showed that foundational misinformation signals are portable, but optimal performance requires domain adaptation

Supervisor: Dr. Ajay Kumar Phulre · IEEE Conf. No.: 67767


💼 Experience

🏢 Summer Intern — FOSSEE, IIT Bombay  |  May 2026 – Present
  • Currently working on Osdag - an open source project for the design and detailing of steel structures. Primarily working with Python and Python based FLOSS tools such as PySide, OpenCascade, PythonOCC, and PyLaTeX.
🏢 Python Development Intern — TechMasterAI Digi Pvt. Ltd.  |  Jan 2026 – Feb 2026
  • Built a text moderation API using FastAPI with a dual-layer detection pipeline (dictionary + ML fallback) achieving sub-1ms latency
  • Developed a real-time, CPU-native Speech-to-Text microservice using Vosk and WebSockets, maintaining <50ms chunking latency
  • Orchestrated a cloud migration (AWS, Vercel) and implemented Docker-based CI/CD, reducing infrastructure costs by 45% and deployment time by 70%
🎓 Winter Intern (NPTEL) — IIT Ropar  |  Dec 2025 – Jan 2026
  • Studied Ajrasakha (GenAI agri-tech), focusing on multi-stage query resolution pipelines and curated dataset integration
  • Analyzed ViBe LMS for AI-proctored video delivery, scalability, and role-based access control design
  • Assessed trade-offs in integrating LLM-based components into production-scale educational platforms
⚡ Student Coordinator — GeeksforGeeks VIT Bhopal Chapter  |  Jan 2025 – Present
  • Led a 50-member technical core team to organize campus-scale events
  • Spearheaded "Borderlands: Survive the Chaos" at AdVITya 2026 with 200+ participants
  • Built interactive event platforms Riddle Booth and Algo Rush for AdVITya '25 using Node.js, Express, Socket.IO
  • Developed the full event platform and club website with React, Node.js, and Socket.IO
🤖 Technical Team Lead — VITB AI Innovators Hub  |  Sep 2025 – Present
  • Coordinated a cross-functional team of 75+ members across research and engineering roles
  • Led the Darzi: AI Resume Suite initiative — sprint planning, task allocation, and development workflow
  • Structured scalable workflows to support experimentation and parallel feature development

🛠️ Tech Stack

Languages

Python C++ JavaScript TypeScript SQL

Web & Backend

React Next.js Node.js Express FastAPI MongoDB PostgreSQL Socket.IO

ML, AI & Data

scikit-learn pandas NumPy OpenCV BERT Vosk Plotly PySide/Qt

DevOps & Cloud

Docker Git GitHub GitHub Actions AWS Vercel Firebase Cloudflare Nginx


⭐ Featured Projects

Python · OpenCV · SHA-256 · Cryptography

A True Random Number Generator harvesting entropy from real-time fish movement via computer vision. Euclidean motion tracking feeds a SHA-256 hashing pipeline, validated with statistical randomness testing.

Python · scikit-learn · React · Node.js · PostgreSQL

ML pipeline predicting disease outbreak risk from climate and epidemiological datasets across European regions. Full-stack deployment with geospatial visualization dashboards.

React Native · Node.js · Express · MongoDB · Socket.IO · JWT

Mobile-first platform connecting grassroots athletes with local sports organisers. Features role-based auth, event discovery, registration, and real-time chat.

Django REST · React · PyQt5 · pandas

Hybrid Web + Desktop application for chemical equipment parameter visualisation. Combines a Django REST API backend with a React frontend and a PyQt5 desktop client.


📊 GitHub Analytics


streak


activity


🐍 Contribution Snake

snake


🎖️ Achievements & Certifications

🏅 Achievement 📅 Year
📜 Google Data Analytics Professional Certificate 2025
🐍 Applied Machine Learning in Python — University of Michigan 2024
☁️ Cloud Computing — NPTEL 2025
🥇 IEEE RCSM 2025 — Paper accepted & presented at MANIT Bhopal 2025
🚀 Startup Star Season 1 — 7th Place, Startupvapi (Pitched Petmania) 2022

🌐 Let's Connect

Always open to research collaborations, interesting projects, and good engineering conversations.


Portfolio LinkedIn Email GitHub


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  1. goldfish_password_generator goldfish_password_generator Public

    Random Number Generator (RNG) using fish movements in a controlled and definite environment (basically an aquarium)

    Python 2 1

  2. VIT-Bhopal-AI-Innovators-Hub/Darzi-AI-Resume-Suite VIT-Bhopal-AI-Innovators-Hub/Darzi-AI-Resume-Suite Public

    An intelligent AI-powered resume building and optimization platform that helps job seekers create tailored resumes using advanced language models and ATS optimization techniques.

    TypeScript 18 23

  3. Leptospirosis-Predictor Leptospirosis-Predictor Public

    A predictive model for the Leptospirosis disease.

    JavaScript 5

  4. Indian-Railways-Analysis Indian-Railways-Analysis Public

    Analysing a dataset of IR Ticket Bookings to identify interesting trends.

    Jupyter Notebook 1

  5. carbon-sleuth carbon-sleuth Public

    Hybrid Web + Desktop application for chemical equipment parameter visualisation with Django REST, React, and PyQt5

    Python 1

  6. androidvitb/Spendwise androidvitb/Spendwise Public

    Track expenses, organize finances, and achieve your goals effortlessly with SpendWise. Manage budgets and spending trends with ease!

    HTML 5 25