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CoderOggy78/README.md

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About Me

Hey folks! I'm Vishwanath Barve, an AI/ML Engineer, Full-Stack Software Developer, and Theoretical Computer Science enthusiast passionate about building intelligent systems, solving complex algorithmic problems, and exploring the intersection of AI and computer science.

Currently pursuing my undergraduate studies at the Indian Institute of Technology Jodhpur (IITJ), I actively work across software engineering, artificial intelligence, competitive programming, and applied research.

Competitive programming has been a significant part of my journey, with over 8 years of coding experience. I've solved 1500+ problems across various coding platforms. I'm a Codeforces Expert and CodeChef 4★ programmer, with a 2000+ rating and a Peak Global Top 50 ranking in DSA in my peak time. Some of my most notable competitive achievements include securing Rank 2 at ICPC GRCPC, becoming a Regional Champion, and achieving Global Rank 4 at the ICPC RSU Oklahoma Intercontinental Invitational 2026. I've also received Highest Honors at ICPC, secured Rank 177 at Huawei UCSOC 2026 and securing Rank 8 in the ICPC Far Russia Eastern Qualification Round 2026, and been a Microsoft India Excel Championship National Finalist. Alongside competitive programming, I hold WorldQuant BRAIN Gold recognition and actively mentor aspiring competitive programmers.

Beyond competitive programming, I enjoy building things and participating in hackathons. I've won 3 hackathons, including the Hacktoberfest HackFest, and secured finalist positions across 10+ hackathons. I've also served as a hackathon jury on 3 occasions, evaluating projects and technical implementations. Being on both sides of the hackathon ecosystem has given me a broader perspective on building, presenting, and evaluating.

Beyond technical work, I strongly believe in giving back to the developer community. As a 17× Open Source Mentor, I've mentored hundreds of developers, guided contributors through open-source programs, and conducted technical workshops. I currently contribute to developer communities including AWS Student Builders Group IIT Jodhpur (Lead), Swift Coding Club IITJ (Lead), and Kotlin User Group Pune (Organizer).

My technical interests include:

  • 🤖 Artificial Intelligence & Machine Learning
  • 🧠 Large Language Models (LLMs)
  • ⚙️ Software Engineering & Distributed Systems
  • 📐 Algorithms & Data Structures
  • 🔬 Theoretical Computer Science
  • 🏆 Competitive Programming
  • 🌍 Open Source
  • ☁️ Cloud Computing

I am always open to discussing research collaborations, AI engineering opportunities, software development, open-source initiatives, and innovative projects.

class Oggy:
    def __init__(self):
        self.role       = "AI/ML Engineer · Full-Stack Developer · TCS Enthusiast"
        self.school     = "Indian Institute of Technology Jodhpur"
        self.focus      = ["Applied ML", "LLMs", "Software Engineering", "Algorithms", "Competitive Programming"]
        self.cp         = {"ICPC": "Global Rank 4 (RSU Oklahoma '26)", "GRCPC": "Rank 2", "Codeforces": "Expert", "CodeChef": "4★ · Global Top 100"}
        self.community  = ["AWS SBG IITJ Lead", "Swift Coding Club IITJ Lead", "Kotlin UG Pune Organizer", "ICPC Campus Ambassador", "17x OSS Mentor"]
        self.open_to    = ["research collabs", "AI engineering", "hard problems", "open source"]
Research Security Community
Geospatial / environmental ML, genomic pipelines, aerospace AI, LLM evaluation, software engineering, theoretical CS, algorithmic research Network security, vulnerability assessment, security automation Mentored 500+ students, led 2,000+ member communities, 17× open-source mentor, 3× hackathon jury

Currently

🏛️ Applied Machine Learning Research Intern, IIT Gandhinagar
🦠 VirionLens — explainable virus classification from TEM images (ResNet / DenseNet + Grad-CAM)
🧠 NeuroLens-AI — explainable brain-tumor MRI classification (EfficientNetB0, ~97% val. accuracy)
🧬 ONYX — multi-signal ML for predicting bacteriophage & zoonotic viral hosts from genomic sequence
📚 AWS SBG IIT Jodhpur Lead · Swift Coding Club IITJ Lead · Kotlin User Group Pune Organizer · ICPC Campus Ambassador · Google ELP Pune Circle
🎓 GCI World (Sept program), University of Tokyo · Advanced ML @ Johns Hopkins · Deep Learning @ MIT

Featured Projects

🦠 VirionLens

Explainable TEM Virus Image Classification

End-to-end deep learning pipeline on 4,300+ electron-microscopy images: transfer learning (ResNet, DenseNet), augmentation, fine-tuning, macro-F1 / confusion-matrix evaluation, Grad-CAM explanations, confidence scoring and error analysis. Next: uncertainty estimation, OOD detection, calibration, live inference UI.

Python PyTorch CNN Grad-CAM Colab

🧠 NeuroLens-AI

Explainable Brain Tumor Classification from MRI

4-class classifier (Glioma · Meningioma · Pituitary · No Tumor) using EfficientNetB0 transfer learning on ~5,600 balanced images, ~97% validation accuracy, with confidence scores, confusion matrices and visual interpretation of predictions.

Python EfficientNet CNN Deep Learning

🧬 ONYX

Multi-signal ML for Bacteriophage & Zoonotic Viral Host Prediction

Genomic-sequence pipeline from DNA encoding and feature extraction to model training and evaluation; integration validated end-to-end on a controlled synthetic set (200 sequences) before real-data benchmarking.

Python NumPy Machine Learning Genomics

📖 ICPC Codex

The Free Competitive Programming Vault

Open-source archive maintained by ICPC rank holders: roadmaps, verified lectures and problem sets to climb from 0 → 2400 rating. 1,000+ daily users.

React Node.js Express MongoDB Tailwind

More: GenomeChain (federated multi-omics ML + blockchain, MIT) · PRSentinel (LangGraph PR review agents) · TrafficEye · AeroGuard (turbofan digital twin) · LLMHarness · AgentLens

Achievements

🥇 Competitive Programming 🎖️ Recognition & Hackathons
ICPC RSU Oklahoma Intercontinental Invitational '26 — Global Rank 4 3× hackathon winner (incl. Hacktoberfest HackFest) · finalist in 10+
ICPC GRCPC — Rank 2 · Regional Champion · Highest Honors 3× hackathon jury member
Huawei UCSOC 2026 — Rank 177 Okinawa CodeRace 2026 — Champion
ICPC Far Russia Eastern Qualification 2026 - Rank 8 USAII Global Hackathon Mentor
CodeChef — 4★ · 2000+ rating · DSA global rank < 50 in Peak Time Microsoft India Excel Championship — National Finalist
Codeforces — Expert WorldQuant BRAIN — Gold
HackerRank — 5★ Gold in C++, Java, Python Google Big Code 2026 — Finalist
1500+ problems solved (LeetCode, CSES, HackerRank, more) Nexus Spring of Code 2026 — Top 50 contributor
Microsoft Elevate Educator Expert 2026–27
Young Scientist Awardee · Aspire Leaders '26 · Google GEAR Mentee

🤝 Open Source Mentorship



Mentor across 16+ open-source programs and cohorts — 500+ students mentored, 17× open-source mentor.


🛠️ Tech Stack

Languages

AI / ML / Data

Web & Backend

Databases

Cloud · DevOps · Tools


Reinforcement Learning · Unsupervised Learning · Interpretable ML · Grad-CAM / XAI · Transfer Learning · LLMs · LLM Evaluation · Distributed Systems · Geospatial ML · Post-Quantum Cryptography · Vulnerability Analysis · Security Automation · LangGraph · Federated Learning


Full research & industry timeline

Research

  • Applied ML Research Intern — IIT Gandhinagar (Incoming)
  • Research Intern, VLED Lab — IIT Ropar (1 month, Oct 2026)
  • ML Research Intern — IIT Roorkee (Jun – Oct 2026) · Ganga River water-quality ML, geospatial + oceanographic analytics
  • Summer Research Intern — IIT (BHU) Varanasi (2026 – Present)
  • Summer Research Intern — IIIT Pune · post-quantum cryptography for IoT (2026)
  • Research Intern, Cybersecurity — Pune Institute of Computer Technology (2026 – Present)
  • AI/ML Analysis Working Group Researcher — NASA (Oct 2025 – May 2026)
  • Research Contributor, Project GenomeChain — MIT (2026)
  • Research Intern — India Space Week (2026) · Trainee — Agnirva Space Community (2025)
  • Reviewer — International Journal of Innovative Research in Technology (2025 – 2026)

Industry

  • AI Engineer (Freelance) — Outlier (Mar – Jun 2026) · benchmarked 1,000+ LLM responses, built 50+ prompting/eval workflows, error analysis across 10+ domains
  • Software Engineer Intern — Senior Sensee (Apr – May 2026) · scalable backend services & APIs, 20+ issues resolved
  • AI Intern — Codacy (Mar – Apr 2025) · LLM-based code-intelligence workflows
  • Software Engineer (Part-time) — StudyMart (Jan 2023 – Feb 2025) · 15+ full-stack features, 10+ REST APIs, platform serving 4,000+ users
  • Security Engineer — Novaq, Philippines (2025 – 2026)
  • ML Intern — FlyRank AI · Founding Technical Team Lead — Grabit

Mentorship & Leadership

  • Lead — AWS Student Builders Group, IIT Jodhpur · Lead — Swift Coding Club, IITJ · Organizer — Kotlin User Group, Pune
  • Student Mentor & Campus Ambassador — ICPC AsiaWest Amritapuri (2026 – Present)
  • Core Team Lead — AWS Security User Group, APAC
  • Google ELP — Pune Circle Leader / Higher-Ed Community Facilitator · Mentee — Google for Startups
  • Mentor & Elevate Educator — Microsoft (2025 – 2026) · Course Instructor — Udemy
  • Mentor across 16+ open-source programs (GSSoC '25 & '26, SWOC, KWoC, Elite Coders Winter of Code, Open Source Connect Global, Summer/Winter of Code) · Mentor, USAII · Mentor, Unstop · Mentor, USAII 2026 Hackathon
  • Hackathon jury (3×) — incl. Innovate Nations Hackathon
Education & certifications
Indian Institute of Technology Jodhpur   B.Sc., Applied AI & Data Science      2026 – 2029
Massachusetts Institute of Technology    MicroMasters, Supply Chain (MITx)     2025 – 2026
University of Oxford                     COMPOS, Theoretical & Math Physics    2024 – 2025
Johns Hopkins University                 Certification, Machine Learning       2026
Peking University                        Chinese Language (HSK 1–6)            2026
University of Tokyo                      GCI World, September Program          2026

Certifications: Oracle Agentic AI Foundations Associate · Fortinet Certified Cybersecurity Associate · Google ML (Coursera) · Meta Full Stack (Coursera) · AWS Educate ML Foundations · AWS Knowledge: Serverless

Languages
Language Fluency
English Full Professional
Marathi, Hindi Native / Bilingual
Chinese (Mandarin), Konkani Professional Working
Russian, Bhojpuri, Gujarati Elementary
Spanish, Sanskrit Limited Working

📫 Let's Connect

Open to research collaborations, AI engineering opportunities, software development, open-source initiatives, and innovative projects — let's talk.



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    Vision-Guided Laser Ablation: Tissue Assessment & Autonomous Planning in Simulation. Dual-track research framework combining supervised perception, uncertainty abstention, and bioheat reinforcement…

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    The Definitive Machine Learning, GenAI & MLOps Roadmap Hub with curated resources, project blueprints, and formula sheets

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    EvoBrain: Autonomous Self-Evolving Neural Agent with Dynamic Synaptic Growth & FAISS Subconscious Memory

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    Latent-Space Dynamics of Large-Scale Spike Trains & fMRI/iEEG Fusion via Cross-Attention Transformers & State-Space Models

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