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d-kavinraja/README.md


Who Am I

kavinraja = {
    "role"           : "AI/ML Engineer  |  Program Analyst @ Cognizant",
    "location"       : "Chennai  →  Bangalore",
    "education"      : "B.Tech AI & ML — Saveetha Engineering College  |  CGPA: 8.5",
    "certifications" : ["AWS AI Practitioner", "AWS Cloud Practitioner"],
    "interests"      : ["LLMs", "Computer Vision", "GenAI", "Full-Stack AI Apps"],
    "open_to"        : "AI/ML  •  SWE  •  Cloud  •  GenAI roles",
    "contact"        : "kavinrajaneet@gmail.com  |  +91 8148472763"
}

"I don't just train models — I architect systems that put them to work."



Experience


Cognizant
Date



AzureResource provisioning, service monitoring & network diagnostics
LinuxEnterprise Windows Server & Linux environment administration
DocsAuthored SOPs, troubleshooting guides & incident reports
TriageJoint design reviews & cross-team alignment
Sasken
Date



APIJSON pipeline integrity for LLM backend endpoints
PromptLLM output verification against strict formatting specs
TestBuilt automated test cases for agent execution benchmarking
WritingDeployment updates & stakeholder release summaries


Projects


AI-Based Examination Middleware

Repo Accuracy



An intelligent async FastAPI microservice powering LMS examination workflows with YOLO+CRNN-based OCR.

  Async FastAPI backend with multi-stage JSON payloads
  PostgreSQL + structured KB via clean Markdown docs
  Edge-case testing & server-log triage for zero downtime

Python FastAPI PyTorch PostgreSQL Docker

MouthMap — Silent Video Transcription

Repo CER



A CNN-BiLSTM deep learning system that transcribes speech from silent video frames.

  Modular Python pipeline for video + text datasets
  20% accuracy boost through preprocessing optimization
  Version-controlled testing with detailed developer docs

Python PyTorch OpenCV CNN-BiLSTM


Tech Stack


AI & ML
Python PyTorch TensorFlow scikit-learn OpenCV Keras



Full Stack
FastAPI React Next.js Node.js Docker



Data & Cloud
PostgreSQL MongoDB AWS Azure Linux Git



Languages
JavaScript SQL Java LaTeX


GitHub Stats


GitHub Stats    Top Languages



GitHub Streak


Certifications


Certification Issuer Domain
AWS AI Amazon Web Services ML · Prompt Engineering · LLMs
AWS Cloud Amazon Web Services Cloud Infra · Security · Networking


Current Focus


GenAI Azure LLM System Design Open to Work



Email Phone Location

Pinned Loading

  1. Intelligent-Examination-Submission-Framework-for-LMS Intelligent-Examination-Submission-Framework-for-LMS Public

    Intelligent Examination Submission Framework-for-LMS is a secure examination middleware that bridges physical answer scripts and Moodle LMS, enabling bulk uploads, student-verified submissions, and…

    Python 3 6

  2. Smart-answer-sheet-processor Smart-answer-sheet-processor Public

    Intelligent PDF processing system for automated data extraction and LMS integration at Saveetha Engineering College.

    HTML 2 2

  3. MouthMap MouthMap Public

    MouthMap is a deep learning-based lip reading system that converts silent video sequences into sentences. This research-focused project leverages computer vision and sequence modeling to assist in …

    Jupyter Notebook 4 4

  4. Chat-with-Your-Code-RAG-Implementation-on-Top-of-C-C-Code Chat-with-Your-Code-RAG-Implementation-on-Top-of-C-C-Code Public

    AI-powered platform for C/C++ codebases featuring intelligent Q&A, semantic search, and auto-generated visual diagrams for faster code understanding. Quickly explore functions, classes, and depende…

    Python 1

  5. Register-Number-Extraction Register-Number-Extraction Public

    Forked from SANTHAN-KUMAR/Register-Number-Extraction

    To automate the extraction of 12-digit register numbers and subject codes from scanned answer sheet PDFs or images using computer vision and deep learning techniques.

    Jupyter Notebook 2

  6. AI-Powered-Loan-Eligibility-Risk-Scoring-System AI-Powered-Loan-Eligibility-Risk-Scoring-System Public

    A comprehensive end-to-end machine learning system that predicts loan default risk using advanced algorithms and provides a professional web interface for risk assessment.

    Python 3