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mvkariath/README.md

Mathew V Kariath

Associate Software Engineer @ KeyValue Software Systems

Backend and AI engineer focused on building production-grade agentic systems, RAG workflows, and enterprise AI governance layers.

Professional Snapshot

  • Building governance and control systems for enterprise-level AI agents.
  • Designing and shipping agent workflows using LangGraph-style orchestration patterns.
  • Working across model training, fine-tuning, and alignment-oriented improvements.
  • Developing backend services and APIs with FastAPI and PostgreSQL.

Technical Focus

  • AI Engineering: PyTorch, CUDA, model training, fine-tuning, alignment
  • Agentic Systems: Multi-agent workflows, orchestration patterns, RAG pipelines
  • Backend Engineering: FastAPI, Python services, API design
  • Data Layer: PostgreSQL, schema and integration design

Selected Projects

Dynamic Traffic Control

Adaptive traffic control project built around intelligent decision-making for dynamic road conditions.

Repository: github.com/mvkariath/Dynamic-Traffic-Control

SHN-OpenAI (Text Genie)

OCR + LLM application for extracting text from images and applying intelligent text improvements through a web-based workflow.

Repository: github.com/mvkariath/SHN-OpenAI

Currently Working On

Enterprise AI agent governance, with focus on reliability, safety controls, and scalable backend integration.

Connect

GitHub Stats

Mathew's GitHub stats Mathew's GitHub streak

Pinned Loading

  1. DailyBraniac-Bot DailyBraniac-Bot Public

    This project aims to create a Telegram bot that sends random Multiple Choice Questions (MCQs) to users on a daily basis. Users can interact with the bot to receive questions, possibly with the opti…

    Python 1

  2. Persona.Ai Persona.Ai Public

    JavaScript

  3. SHN-OpenAI SHN-OpenAI Public

    Forked from AJP-003/SHN-OpenAI

    JavaScript 1

  4. IEDCSummitOfficial IEDCSummitOfficial Public

    Forked from kerala-startup-mission/iedc-summit-2023

    JavaScript