# M S Rishav Subhin — Full Extended Knowledge Manifest (LLMs-Full) > Extended, detailed biography, academic milestones, research publications, awards, technical architecture, and project dossiers of M S Rishav Subhin. ## 1. Biography & Academic Profile M S Rishav Subhin is an AI/ML engineer and computer systems developer based in Bengaluru, India. He is concurrently completing dual academic qualifications: 1. **Indian Institute of Technology Madras (IIT Madras):** Bachelor of Science (BS) in Data Science and Applications (2024–2028). Focus: Mathematical statistics, high-dimensional probability, distributed computing, database architecture. 2. **Christ University, Bengaluru:** Bachelor of Technology (B.Tech) in Artificial Intelligence and Machine Learning (2023–2027). Focus: Deep neural networks, spatial-temporal transformers, robotics, edge computing. ### Pre-University Education: - **St. Michael's Higher Secondary School:** Class 12 Higher Secondary (2021–2022) — 84.0% (Science Stream) - **St. Michael's Higher Secondary School:** Class 10 Secondary Education (2010–2020) — 93.6% --- ## 2. Professional & Research Appointments ### Power Grid Corporation of India Limited (POWERGRID) - **Role:** IT & Intelligence Dashboard Developer - **Location:** Patna, Bihar (RHQ-Patna, ER-I) - **Timeline:** Apr — May 2026 - **Key Contributions:** Engineered the "POWERGRID ER-I Intelligence Dashboard" for the IT Department under the guidance of Mr. Bipul Kumar, DGM (IT). Developed real-time telemetry ingestion pipelines and operational intelligence consoles. ### DRDO CVRDE (Combat Vehicles Research and Development Establishment) - **Role:** Student Research Intern - **Location:** Chennai, Tamil Nadu - **Timeline:** Apr — May 2025 - **Key Contributions:** Engineered ML-enabled Digital Automatic Voltage Regulator (DAVR) algorithms for combat vehicle electrical architectures. Validated stability profiles using MATLAB/Simulink simulations. Officially certified by the Ministry of Defence, Government of India. ### IEEE Computer Society Bangalore Chapter - **Role:** Research Intern - **Location:** Bengaluru, Karnataka - **Timeline:** Apr — Jun 2025 - **Supervisor:** Dr. Sandeep Kumar Poonia (Faculty Guide, Christ University) - **Key Contributions:** Spearheaded research on "Audiovisual Discrepancy Detection in Deepfakes Using Spatial-Temporal Feature Fusion and Cross-Modal Attention". Employed ensemble Vision Transformers (ViT), Data-efficient Image Transformers (DeiT), and Swin Transformers, achieving >95% detection robustness against facial artifacts. ### Byte (Stealth Startup) - **Role:** HR & Business Operations - **Location:** Bengaluru, Karnataka - **Timeline:** Jan — Oct 2025 - **Key Contributions:** Managed end-to-end technical hiring, zero-to-one workforce operations, and vendor negotiations directly with startup founders. ### HackEclipse, IIT Madras BS - **Role:** Secretary - **Location:** Chennai, Tamil Nadu - **Timeline:** Jan — Jun 2025 - **Key Contributions:** Organized the inaugural online hackathon for IIT Madras BS students, directing logistics, cross-departmental coordination, and community outreach. --- ## 3. Conference Publications & Presentations ### IIM ATM 2025 (IIT Hyderabad) - **Conference:** International Conference on Advanced Materials & Critical Minerals - **Venue:** Indian Institute of Technology Hyderabad (IIT Hyderabad) - **Date:** January 2025 - **Presentation Title:** "Data-Driven Ballistic Property Prediction of Ceramic Armor Materials for Advanced Protection Systems" - **Faculty Guide:** Dr. John Silvister Raju M (Christ University) - **Type:** Poster Presentation & Technical Paper --- ## 4. Key Software Projects ### Nila Shoshsho - **Repository:** https://github.com/msrishav-28/nila-shoshsho - **Category:** AgriTech / Voice AI / Computer Vision - **Tech Stack:** React Native, Python, PyTorch, Whisper Voice Processing - **Summary:** AI-driven multilingual mobile platform for Indian farmers, offering real-time voice advisory in regional languages, plant disease diagnosis via camera feeds, and hyper-local meteorological forecasts. ### Tekshila - **Repository:** https://github.com/msrishav-28 - **Category:** Developer Tools / Generative AI - **Tech Stack:** Next.js, Google Gemini Pro, TypeScript, GitHub REST/GraphQL API - **Summary:** Automated documentation and codebase intelligence platform that parses repositories and generates contextual READMEs, code annotations, and structural diagrams across 20+ programming languages. ### EduFlow - **Repository:** https://github.com/msrishav-28 - **Category:** EdTech / Large Language Models - **Tech Stack:** Next.js, Flask, OpenAI API, Progressive Web App (PWA) - **Summary:** Interactive personalized AI tutor featuring adaptive quiz generation, multi-format lecture summarization, and interactive conceptual dialogues. ### ThinkChrist Notes - **Repository:** https://github.com/msrishav-28 - **Category:** Academic Knowledge Base / Semantic Search - **Tech Stack:** React, Node.js, MongoDB, Vector Embedding Indexing - **Summary:** Collaborative academic note curation system with semantic search indexing student study materials. --- ## 5. Resume Matrix and Publication Status 1. **Published Master CV:** https://portfolio-msrishav.vercel.app/resume.pdf 2. **Specialized UI Tracks:** AI Engineer, ML Engineer, Data Science, Computer Vision & Research, SDE Backend, and Full Stack. 3. **Asset Status:** The six specialized PDFs are not currently published. Their reserved `/resumes/*.pdf` locations return 404 until real files pass the repository's release asset validator; consumers should use only the master URL above. --- ## 6. Autonomous AI Digital Twin & Neural Oracle - **Interactive Endpoint:** Accessible via web HUD and Zion terminal commands (`oracle ` / `ai `). - **Privacy & Defense Firewall:** Operates with strict clearance boundaries. Withholds proprietary defense parameters, internal access keys, and closed source code, while providing architectural explanations and recruiter handoff prompts. --- ## 7. Honors & Competition Achievements - **Finalist:** E-Summit IIT Roorkee (Productathon AI & Ideastorm) - **2nd Place:** CUESTIC EC Club (Extra-Curricular Activities Excellence) - **Top 100 Team:** HackHazards'25 (The Namespace Community) - **Finalist:** Odoo Global Hackathon 2025 - **Pre-Finalist:** Ingenium Pragyan'25 (NIT Trichy) - **Finalist:** Udbhavan National Case Study Competition - **Competitions Attended:** 20+ National & International Hackathons --- ## 8. Official Digital Links & Profiles - **Website:** https://portfolio-msrishav.vercel.app/ - **GitHub:** https://github.com/msrishav-28 - **LinkedIn:** https://linkedin.com/in/m-s-rishav-subhin - **X (Twitter):** https://x.com/msrishav_28 - **Hugging Face:** https://huggingface.co/msrishav - **Peerlist:** https://peerlist.io/msrishav289 - **Product Hunt:** https://www.producthunt.com/@m_s_rishav_subhin - **Dev.to:** https://dev.to/msrishav-28 - **Hashnode:** https://hashnode.com/@msrishav-28 - **ORCID:** https://orcid.org/0009-0002-7431-9666