Roles & Responsibilities
Responsibilities
Design and build backend services using
Python
and
FastAPI
Develop, test, and deploy
GenAI applications
in a production setting
Build and maintain
LLM pipelines
(e.g., OpenAI, Hugging Face Transformers, Lang Chain)
Construct scalable
data pipelines
for ingesting and structuring archival content
Interface with
graph databases
(e.g., Neo4j, Memgraph) for relationship mapping
Collaborate with AI/ML engineers, designers, and other stakeholders to integrate LLM outputs with UI and user workflows
Implement CI/CD pipelines and manage
on-premise or VM-based deployment
Requirements
Good understanding of a global import export environment & the documentation requirement for the same
Familiarity in working across ERP systems and system integrations.
Strong proficiency in
Python
, with experience in
FastAPI
Experience developing and deploying
LLM-based applications
(Azure OpenAI API, Hugging Face, etc.)
Background in
data engineering
—working with large-scale unstructured text, ETL workflows
Familiarity with
graph databases
and knowledge representation
Exposure to
CI/CD pipelines
and deploying services in
on-premise
or
virtual machine
environments
Track record of taking
GenAI applications
from development to real-world usage
The JJW draws from the rich experience of its founder and senior advisor in process excellence for MSME companies.
The JJW group team has deep experience in the 3 circles which are interconnected (a) Deep System knowledge (b) Engineering product knowledge (c) MSME operating knowledge across developing markets. Using the triangulated knowledge JJW has tied up with Singapore based product companies whose product and technology stack could be implemented for the MSME companies in the developing markets. These MSME companies are in severe need for streamlining their operations in-order to scale.
The group is completely bootstrapped and has successfully won a bid for the ERP implementation & process re-design for a MSME in India. The leadership of the company has a strong business acumen and understanding of the developing Indian market which in-turn positions the firm uniquely to ride the wave of growth that India is facing.
The firm is hiring for developers, business analysts and system analysts and is encouraging all locals – Singaporeans and PRs to apply.