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GOKULRAM-K/README.md
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🟒 CURRENT STATUS  |  Available for AI/ML Research Collaborations & System Engineering Roles  |  GSSoC '26 Global Rank #80

Google Scholar Β  ORCID Β  GSSoC Rank 80 Β  LinkedIn Β  Email



πŸ‘€ Executive Profile

I turn machine learning research into production-grade systems.

I am an AI Engineer & Computer Science Researcher at VIT Chennai. My focus spans Deep Learning Architectures, Explainable AI (XAI), Biomedical AI / Pharmacogenomics, and Swarm Intelligence.

Rather than stopping at theoretical accuracy, I build end-to-end, interpretable decision pipelines that combine deterministic domain knowledge (PharmGKB, CPIC guidelines) with machine learning predictions.


🎯 Core Philosophy

"Building with purpose β€” scaling with vision. Technology means nothing unless it serves people."


πŸ”¬ Current Research Focus

  • Explainable AI (XAI): LIME, SHAP, and feature fusion for transparent medical diagnostics and speech emotion recognition.
  • Pharmacogenomics AI: Hybrid decision-support systems for gene–variant–drug response prediction and personalized dosing.
  • Swarm Robotics & Edge AI: Swarm intelligence algorithms for real-time disaster response and payload optimization.

Gokul Ram K Profile Photo

πŸŽ“ 30+ Global Citations (Elsevier IF 9.4)
⭐ Rank #80 Global in GSSoC 2026
πŸ“„ 6 Research Publications
πŸ’‘ 2 Issued Patents
πŸ’Ό 3 AI/ML Internships


⏳ Interactive Engineering Timeline

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
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πŸ”¬ Research Lab & Intellectual Property

πŸ“‘ Peer-Reviewed Publications

🌾 Smart Irrigation Controller System

βœ” ISSUED

App No: 202541038729 | Grant Date: May 16, 2025

AI-based telemetry system integrating soil sensor grids, weather forecasting models, and dynamic cloud actuation for micro-drip optimization.

πŸ’– Emotions Reading System for Self-Care

βœ” ISSUED

App No: 202441052499 | Grant Date: Jul 9, 2024

Affective computing architecture mapping real-time facial micro-expressions and biometrics to actionable cognitive feedback loops.


πŸ“‘ Selected Research Publications

Publication & Link Venue / Journal Metrics Domain
Ensemble Deep Learning Model for Protein Structure Prediction
πŸ”— ScienceDirect
Elsevier – Results in Engineering Impact Factor 9.4
πŸ”₯ 23 Citations
NLP Metrics + LIME XAI
Tamil Speech Emotion Recognition via Feature Fusion & XAI IEEE – 2026 ICIRCA Published (2026) Acoustic Signal Processing
Enhancing Sentiment Analysis via Augmentation & XAI
πŸ”— IEEE Xplore
IEEE – 2024 ICUIS πŸ”₯ 7 Citations NLP + LIME Interpretability
Edge & Network Processing for Disaster Response Robot Swarms
πŸ”— IGI Global
IGI Global – Micro World of Robotics Published (2025) Swarm AI & Edge Computing




πŸ› οΈ Tech Stack & Engineering Arsenal

Domain Technologies & Frameworks
Deep Learning & XAI PyTorch TensorFlow HuggingFace OpenCV Scikit-Learn
GenAI & RAG Infrastructure Gemini LangChain ChromaDB FastAPI
Languages & Core Python C++ Java MySQL TypeScript
Cloud & Distributed AWS Docker Kafka Redis




πŸš€ Featured Systems & Flagship Repositories

πŸ›‘οΈ DeepShield

Vision Transformer (ViT) Deepfake Detection

  • Achieved 87.77% validation accuracy on frame-level video datasets.
  • Real-time Flask detection pipeline with automated face extraction and attention heatmaps.

Python PyTorch Vision Transformer Flask OpenCV

βš–οΈ SamvidhaanAI

Legal RAG Assistant for Indian Constitution

  • Retrieval-Augmented Generation (RAG) assistant leveraging LangChain & ChromaDB embeddings.
  • Streamlit web interface powered by Google Gemini LLM API.

Python Gemini LLM RAG LangChain ChromaDB

⚑ EdgeGrid-AI

Smart Phase Balancing Framework (SIH Finalist)

  • Self-healing hybrid IoT architecture connecting transformer nodes to central AI controllers.
  • Real-time load balancing using LoRa, Kafka streaming telemetry, and Dockerized microservices.

Python Raspberry Pi Kafka LoRa Docker React

Protein Secondary Structure Prediction & XAI

  • Ensemble deep learning architecture utilizing NLP sequence metrics and LIME feature attributions.
  • Backbone code behind Elsevier Results in Engineering publication (IF 9.4).

Python PyTorch LIME BioPython Scikit-Learn




🌐 Open Source Leadership (GSSoC '26)

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)




πŸ› οΈ Engineering Stack & Technical Arsenal

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


πŸ“Š GitHub Analytics & Telemetry



🐍 CONTRIBUTION GRID SNAKE 🐍

Gokul Ram K GitHub Contribution Snake


Google Scholar Β |Β  ORCID iD Β |Β  LinkedIn Β |Β  GSSoC Profile Β |Β  Email

Β© 2026 Gokul Ram K. Engineered with Precision, Interpretability & Purpose.

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