MUKUL PRASAD

mukul@neural-nexus:~$

About Me

🧠 AI & ML Engineer

I am a passionate CS Sophomore specializing in AI/ML at Ramaiah Institute of Technology. I'm currently working as an ML Intern at FlyRank and a Research Intern at IEEE Computer Society, building advanced AI pipelines and drug repurposing models.

🌟 Open Source & Leadership

Selected as a Mentor for GSSoC'26 from among 135 mentors globally. I actively lead technical communities with over 3.5K+ active members across MSRIT'28 & '29 and serve as a Founding Core Member of the AWS Cloud Club.

🚀 Innovation Driven

I constantly seek opportunities to push the boundaries of intelligent systems, actively competing on Kaggle (ranked Top 150 globally IN WELLBORE INTERNATIONAL COMPETITION) and acing multiple national-level hackathons like GenAI Fusion'25 and HackArena 2.0.

♟️ Beyond the Screen

When I'm not architecting AI solutions or writing code, I love playing chess (max rating 943) and enjoy a good game of football to stay active, strategic, and sharp.

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Work Experience

Work Experience

🧠

ML Intern

FlyRank AI | July 2026 – Present
  • Spearheading advanced machine learning research and AI-driven product features.
  • Designed and evaluated multiple state-of-the-art LLM pipelines.
  • Accelerated experimentation workflows using Python, PyTorch, and Scikit-learn, achieving 30% faster model iterations.
PyTorch LLMs Scikit-learn
🌟

Open Source Mentor

GSSoC'26 | Jun 2026 – Present
  • Selected among 135 mentors nationally for GirlScript Summer of Code '26.
  • Personally mentored 15+ early-career contributors, fostering open-source development.
  • Conducted comprehensive code reviews for over 20+ pull requests, enforcing best practices in Python, JavaScript, and REST APIs.
Mentorship Python REST API
🧬

Research Intern, AI/ML Drug Repurposing

IEEE Computer Society | Feb 2026 – Present
  • Developing a cutting-edge AI drug repurposing pipeline to accelerate medical discoveries.
  • Engineered complex biomedical knowledge graphs representing 14K+ drugs and 20K+ diseases.
  • Leveraged PyTorch Geometric and RDKit to apply Graph Neural Networks (GNNs) for predictive drug efficacy modeling.
PyTorch Geometric RDKit Knowledge Graphs

Clubs Experience

🏆 Achievements & Competitions

🤖

ML Competitions

  • Top 150/10,760 (as of Jul 2026) - Kaggle Wellbore Geology Prediction (International team led by PyJa)
  • Top 25/348 - Kaggle Formula 1 Race Result Classification (Polaris Institute of Technology)
🏆

Hackathons (Wins & Merits)

  • Zonal Champion - HackArena 2.0 (IIIT Delhi)
  • 1st runner-up - GenAI Fusion’25 Hack
  • SIH’25 Merit
🚀

Hackathons (Finalists)

  • Top 10/1,000 - BIT MESRA Hack’24
  • Finalist - Samsung PRISM’25 & ’26
  • Finalist - wHACKiest’26, Hack-A-War’25, Codecrafter’26, HackMalenadu’26
🎓

Academic

  • 9.47 CGPA (Latest Sem III) - Ramaiah Institute of Technology
  • 9.95 SGPA (Sem II) | 9.61 SGPA (Sem III)

🚀 Technical Expertise

🧠

AI/ML Development

☁️

Cloud Computing

💻

Full Stack Development

🔧

Data Structures & Algorithms

🛡️

Ethical Hacking

Skills & Technologies

Programming & Web
Python Used in:KisaanMitra, ClipBait, RegGraph AI, NovaPulse, Project Astraeus Node.js Used in:ClipBait, DonorConnect, Hackathon Dashboard React Used in:GitHopper, Project Astraeus, Hackathon Dashboard, DonorConnect Next.js Used in:RegGraph AI, DonorConnect FastAPI Used in:RegGraph AI, NovaPulse REST APIs Used in:VaaYa, DonorConnect WebSocket Used in:DonorConnect, VaaYa Kotlin Used in:ContextOS Jetpack Compose Used in:ContextOS Android SDK Used in:ContextOS RoomDB Used in:ContextOS Tauri Rust Used in:ClipBait CesiumJS Used in:Project Astraeus asyncio Used in:Amazon Nova Pulse C++ Status:Academic/Theoretical Knowledge Java Status:Academic/Theoretical Knowledge TypeScript Status:Academic/Theoretical Knowledge
AI/ML Stack
PyTorch Used in:Project Astraeus TensorFlow Used in:KisaanMitra, VaaYa Hugging Face Used in:ClipBait Large Language Models (LLM) Used in:LLM Fight Club, RegGraph AI Multi-Agent Systems Used in:KisaanMitra, NovaPulse, ContextOS Model Context Protocol (MCP) Used in:KisaanMitra, GitHopper Amazon Bedrock Used in:GitHopper Amazon Nova Used in:Amazon Nova Pulse Groq Used in:RegGraph AI LangChain / LangGraph Used in:RegGraph AI RAG Pipelines Used in:RegGraph AI GNN Used in:Project Astraeus Reinforcement Learning Used in:Project Astraeus Computer Vision (OpenCV) Used in:VaaYa NLP (NER) Used in:Amazon Nova Pulse Scikit-learn Status:Academic/Theoretical Knowledge
Cloud & DevOps
AWS (Lambda, S3, EC2) Used in:AWS Cloud Club AWS SageMaker Used in:AWS Cloud Club Cloud Computing Used in:AWS Cloud Club Git / GitHub Used in:GitHopper Model Deployment Used in:LLM Fight Club Microservices Used in:LLM Fight Club Low-Latency Processing Used in:LLM Fight Club Docker Status:Academic/Theoretical Knowledge CI/CD Status:Academic/Theoretical Knowledge
Databases & Tools
PostgreSQL Used in:KisaanMitra, ClipBait, RegGraph AI MongoDB Atlas Used in:DonorConnect, VaaYa, Hackathon Dashboard Redis Used in:KisaanMitra TimescaleDB Used in:KisaanMitra PostGIS (Geospatial) Used in:KisaanMitra, DonorConnect Chroma DB Used in:RegGraph AI Open-Source Software Used in:GSSoC'26 Mentor Supabase Status:Academic/Theoretical Knowledge Graph DB (Neo4j) Status:Academic/Theoretical Knowledge

Projects

Deployed Projects

Project Astraeus

AI-powered Mission Control with digital-twin simulation, real-time monitoring & intelligent decision support.

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DonorConnect

ML & DL powered real-time blood donor-recipient intelligent matching platform.

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Amazon Nova Pulse

Voice-powered multi-agent news intelligence system using Amazon Nova AI.

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Portfolio Website

Personal portfolio showcasing AI, ML, and full-stack development projects & research work.

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Hackathon Dashboard

Real-time hackathon tracking, participant analysis & event management platform.

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Demo Videos

ContextOS Demo

ContextOS

Proactive Android AI agent that autonomously manages meetings, navigation, DND, reminders, and contextual workflows using adaptive on-device intelligence.
Project Astraeus Demo

Project Astraeus

AI Mission Control — digital-twin simulation, real-time monitoring & intelligent decision support.
Hackathon Dashboard Demo

Hackathon Dashboard

Real-time hackathon management dashboard for tracking teams, projects, and submissions seamlessly.
KisaanMitra Demo

KisaanMitra

Multi-Agent System for collective agricultural empowerment using AI, IoT & MAS architecture.
DonorConnect Demo

DonorConnect

ML & DL powered real-time blood donor-recipient intelligent matching system.
ClipBait Demo

ClipBait

AI-powered smart clipboard for capturing and analyzing copied content intelligently.
NovaPulse Demo

NovaPulse

Voice-powered multi-agent news intelligence system using Amazon Nova AI.
RegGraph-AI Demo

RegGraph-AI

AI Regulatory Knowledge Graph for compliance mapping & automated legal document analysis.

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