| π’ CURRENT STATUS Β |Β Available for AI/ML Research Collaborations & System Engineering Roles Β |Β GSSoC '26 Global Rank #80 |
timeline
title Career & Research Evolution
2018 : First X/O Game in Hard-coded Python
: Fundamentals of Logic & Algorithms
2021 : 10th Milestone - 97.2% (School Rank #4)
2022 : AI & Blockchain Exploration
: Conducted Web3/Blockchain Workshop for 90+ Peers
2023 : 12th Math Topper (99%)
: Python Institute PCEP & PCAP Certified
2024 : AWS Cloud Practitioner Certification
: First High-Impact Publication (Elsevier IF 9.4, 23 Citations)
: Issued 1st Patent (Emotions Reading Self-Care)
2025 : AI/ML Project Intern @ MEDxAI Innovations
: Python Dev Intern @ KRG Technologies Inc.
: Summer Research Intern @ VIT Chennai
: Issued 2nd Patent (AI Smart Irrigation)
2026 : GSSoC 2026 Rank #80 Globally (Top 1%, 142 Merged PRs)
: Published Speech Emotion Recognition XAI Framework (IEEE ICIRCA)
Future : Scaling Ethical, Explainable & Autonomous AI Systems
|
App No: AI-based telemetry system integrating soil sensor grids, weather forecasting models, and dynamic cloud actuation for micro-drip optimization. |
App No: Affective computing architecture mapping real-time facial micro-expressions and biometrics to actionable cognitive feedback loops. |
| Publication & Link | Venue / Journal | Metrics | Domain |
|---|---|---|---|
| Ensemble Deep Learning Model for Protein Structure Prediction π ScienceDirect |
Elsevier β Results in Engineering | Impact Factor 9.4 π₯ 23 Citations |
NLP Metrics + LIME XAI |
| Tamil Speech Emotion Recognition via Feature Fusion & XAI | IEEE β 2026 ICIRCA | Published (2026) | Acoustic Signal Processing |
| Enhancing Sentiment Analysis via Augmentation & XAI π IEEE Xplore |
IEEE β 2024 ICUIS | π₯ 7 Citations | NLP + LIME Interpretability |
| Edge & Network Processing for Disaster Response Robot Swarms π IGI Global |
IGI Global β Micro World of Robotics | Published (2025) | Swarm AI & Edge Computing |
| Domain | Technologies & Frameworks |
|---|---|
| Deep Learning & XAI | |
| GenAI & RAG Infrastructure | |
| Languages & Core | |
| Cloud & Distributed |
π‘οΈ DeepShieldVision Transformer (ViT) Deepfake Detection
|
βοΈ SamvidhaanAILegal RAG Assistant for Indian Constitution
|
β‘ EdgeGrid-AISmart Phase Balancing Framework (SIH Finalist)
|
𧬠ProteinFold-XAIProtein Secondary Structure Prediction & XAI
|
|
GLOBAL RANK #80 Top 1% of 43,587+ Participants |
LEADERBOARD SCORE 28,813 A-Tier Leaderboard |
MERGED PRs 142 11,241 PR Points |
INSTITUTION RANK #4 VIT Chennai Board |
Core Repositories Impacted: pathfinder-ai (91 Merged PRs) | bizinsight-ai (Cache eviction, DB migrations) | logara-ai (Telemetry metrics, epoch normalization)
| AI & Machine Learning | PyTorch β’ TensorFlow β’ Keras β’ Scikit-Learn β’ Hugging Face β’ OpenCV β’ Librosa β’ SMOTE β’ LIME / SHAP |
| GenAI & LLMs | Gemini API β’ LangChain β’ ChromaDB β’ RAG Pipelines β’ Vector Embeddings β’ Prompt Engineering |
| Languages | Python β’ C++ β’ Java β’ C β’ SQL (MySQL, SQLite) β’ JavaScript β’ HTML5 / CSS3 |
| Backend & Systems | Flask β’ Node.js β’ Next.js β’ REST APIs β’ SQLite β’ MySQL β’ Tesseract OCR |
| Cloud & Infrastructure | AWS (Cloud Practitioner Certified) β’ Docker β’ Git β’ GitHub β’ Linux Shell β’ Jupyter |
π CONTRIBUTION GRID SNAKE π
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Β© 2026 Gokul Ram K. Engineered with Precision, Interpretability & Purpose.


