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AI Intern

AI Intern

ManageArtworks

0 years

0 Lacs

chennai tamil nadu india

Posted:1 month ago| Platform:

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Skills Required

ai saas packaging management compliance design layout visual reasoning content zones nutrition vision analysis composition flask microservices deployment evaluation metrics model architecture logic integration strategy programming processing optimization pytorch development api geometry opencv debugging prototyping synthesis typography pdf parsing automation scaling

Work Mode

On-site

Job Type

Full Time

Job Description

About Karomi

ManageArtworks (A flagship product brought to you by Karomi, a leading Enterprise SaaS provider) enables 4000 leading Global and Indian brands. We offer everything to get artwork projects going & manage every step of the packaging and artwork process. Companies reach markets faster with our end-end packaging & artwork management system while achieving 100% compliance.

Project Duration:

Location:

Overview

AI-powered packaging artwork design platform

Key Deliverables

Design and implement an
AI-driven artwork layout engine
capable of interpreting textual and visual input to determine placement of design elements.
Build
LLM-based modules
that understand packaging copy content, regulatory zones, and design intent.
Develop
rule-based and heuristic models
for spacing, hierarchy, and alignment of packaging components (e.g., ingredients, logos, nutrition tables, symbols).
Integrate
vision and layout analysis models
(e.g., LayoutLM, Detectron2, or similar architectures) to map artwork panels and guide composition.
Combine
text-to-layout reasoning
(LLM) with
visual placement algorithms
for adaptive artwork generation.
Implement and integrate the layout engine into existing
Flask/FastAPI
microservices for seamless deployment in production.
Build evaluation pipelines for layout quality, visual balance, and compliance metrics.
Document model architecture, placement logic, heuristics, and integration strategy for both technical and product teams.

Desired Candidate Profile

Must-Have Skills

Strong programming skills in
Python
Knowledge of
LLMs
and
prompt engineering
for reasoning tasks
Experience in
Computer Vision
and
Natural Language Processing (NLP)
Experience with
rule-based heuristics
or constraint-based design optimization
Understanding of
packaging artwork workflows
and regulated content placement (food, pharma, or FMCG)
Proficiency in
PyTorch/TensorFlow
for custom model development
Exposure to
Flask/FastAPI
integration and API-based architectures
Experience with
vector/geometry libraries
(e.g., Shapely, OpenCV) for layout computation
Strong debugging and rapid prototyping capabilities

Good-to-Have Skills

Familiarity with
Generative AI for design automation
(text-to-image or layout synthesis)
Background in
graphic design principles
, typography, and visual hierarchy
Knowledge of
SVG/PDF parsing and rendering
for artwork files

Outcome

A functional
AI-powered layout automation engine
capable of generating packaging artworks with minimal manual intervention
Integration of
LLM reasoning + heuristic rules + vision models
for intelligent design placement
Improved
design turnaround time
and
regulatory compliance consistency
Technical proof-of-concepts for
automated artwork design and layout generation
Recommendations for
scaling the system into a full design automation product

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AI Intern

Experience & Salary

Skills Required

Work Mode

Job Type

Job Description

About Karomi

Project Duration:

Location:

Overview

AI-powered packaging artwork design platform

Key Deliverables

AI-driven artwork layout engine

LLM-based modules

rule-based and heuristic models

vision and layout analysis models

text-to-layout reasoning

visual placement algorithms

Flask/FastAPI

Desired Candidate Profile

Must-Have Skills

Python

LLMs

prompt engineering

Computer Vision

Natural Language Processing (NLP)

rule-based heuristics

packaging artwork workflows

PyTorch/TensorFlow

Flask/FastAPI

vector/geometry libraries

Good-to-Have Skills

Generative AI for design automation

graphic design principles

SVG/PDF parsing and rendering

Outcome

AI-powered layout automation engine

LLM reasoning + heuristic rules + vision models

design turnaround time

regulatory compliance consistency

automated artwork design and layout generation

scaling the system into a full design automation product

More Jobs at ManageArtworks

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