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Building AI systems with a product mindset.

I’m S. Shivam Giri, a B.Sc. Computer Science (AI & ML) student building LLM applications, RAG systems, computer-vision models and cloud-backed AI products.

Salem, TN · IndiaClass of 2027AI / ML Engineering
S. Shivam Giri
SHIVAM GIRI
AI / ML · LLMs · COMPUTER VISION
Core focusLLMs + RAG
BuildingAI Products
DirectionVision · Cloud · Agents
Focus
AI / ML Engineering
Core
Python · LLMs · RAG
Cloud
AWS · Docker
Build style
Privacy-first · Real-world
01 — About

Engineer mindset.
Builder energy.

My work sits at the intersection of machine learning, product thinking and practical engineering — from document intelligence to local LLM systems and cloud workflows.

Passionate AI enthusiast pursuing B.Sc. in Computer Science (AI & ML) at Muthayammal College of Arts and Science, Class of 2027.

I love building real-world AI applications, experimenting with Large Language Models, and creating privacy-first offline systems.

My goal: build secure, offline, and impactful technology that solves real problems — one project at a time.

2027Graduation
05Featured AI Projects
AIPrimary discipline
∞Curiosity
02 — Selected work

Five builds.
One AI direction.

Five focused builds: document intelligence, real-time fraud analytics, synthetic-media detection, an online Gemini-powered assistant, and a production-style AWS-hosted portfolio.

PROJECT 02Streaming ML
TXN_10293₹8,420
TXN_10294₹73,900
RISK HIGH

Fraud Detection Pipeline

Real-time fraud detection pipeline that streams transactions through Kafka and scores them with Spark — low-latency alerts on suspicious activity.

KafkaSparkStreaming
PROJECT 03Computer Vision · New
AI
SYNTHETIC MEDIA DETECTOR

AI-Generated Video & Image Detector

Computer-vision project focused on detecting AI-generated or manipulated photos and videos and identifying synthetic visual content.

Deep LearningComputer VisionVideoImage Forensics
PROJECT 04Online · Gemini API
J
GEMINI API · ONLINE JARVIS

JARVIS — Gemini API Assistant

An online JARVIS assistant powered by the Gemini API, designed as a conversational AI interface for interacting with an external large language model in real time.

Gemini APILLMAI AssistantOnline
PROJECT 05AWS · Deployed
CLOUD
DEPLOYMENTONLINE · AWS

AWS-Hosted AI Portfolio

A responsive personal portfolio deployed on AWS, built as a polished production-style web experience with responsive layouts, animations, project showcases and a direct contact workflow.

AWSHTML / CSS / JSResponsiveDeployment
03 — Stack

Tools I actually
build with.

Focused on the stack that supports my current AI/ML direction, from model development to serving, cloud and product interfaces.

Working stack
AI / ML
PyTorchscikit-learnCNNVision TransformersComputer VisionModel Evaluation
LLM / GenAI
RAGLangChainLLM APIsGemini APIOllamaPrompt Engineering
Python / Data
PythonNumPyPandasOpenCVSQLJupyter
App / Backend
FastAPIReactREST APIsHTML / CSS / JSGit / GitHubStreamlit
Cloud / DevOps
AWSDockerCloud DeploymentLinuxGit / GitHubCI/CD BasicsGit
Certifications
Stack is intentionally broad enough for AI product work while keeping the portfolio centered on LLMs, RAG, computer vision and deployment.
04 — Education

Where I’m
headed.

Building the fundamentals in computer science while moving deeper into applied AI, machine learning and production-minded engineering.

2024 — 2027 · Current
B.Sc. Computer Science (AI & ML)
Muthayammal College of Arts and Science · Class of 2027
Career direction
AI / ML Engineer · LLM Developer
Focused on building strong engineering depth across ML systems, LLM applications, cloud and deployment.
05 — Contact

Let’s build
something useful.

For AI/ML roles, internships, collaborations or product ideas, send a message or reach out directly.

Open to conversations.

Based in Salem, Tamil Nadu. I’m interested in AI/ML engineering opportunities and projects where I can build, learn and ship.

DIRECT CHANNEL

Send a message.

Tell me what you’re building, hiring for, or exploring.

ONLINE
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