Innoquest Technologies Sdn. Bhd.

Key role:
We are looking for a motivated AI / Machine Learning Backend Intern to assist in developing intelligent backend systems that integrate machine learning models, data pipelines, and scalable APIs. The intern will work with engineering teams to build AI-enabled applications, data processing pipelines, and model-driven services used in production systems.&nbsp;
Job Responsibilities:
● Assist in developing backend services and APIs that integrate AI / machine learning models.&nbsp;
● Build data pipelines for preprocessing, transforming, and preparing datasets for model training and inference.&nbsp;
● Support the development and deployment of machine learning models into backend services.&nbsp;
● Implement AI-powered features such as recommendation systems, prediction engines, classification systems, or chat assistants.&nbsp;
● Develop RESTful APIs or microservices to expose AI models for web or mobile applications.&nbsp;
● Work with engineering teams to integrate AI models into existing backend systems.&nbsp;
● Assist in model evaluation, testing, and optimization.&nbsp;
● Support data visualization and analytics dashboards for model insights.&nbsp;
● Participate in code reviews, debugging, and performance optimization.&nbsp;
Technical Skills required:
a) Knowledge or coursework in Python (preferred) and Node.js for API integration (Optional)
Python libraries:&nbsp;
● Pandas&nbsp;
● NumPy&nbsp;
● Matplotlib / Seaborn&nbsp;
● Scikit-learn&nbsp;
Machine Learning frameworks exposure:&nbsp;
● TensorFlow&nbsp;
● PyTorch&nbsp;
● XGBoost / LightGBM (optional)&nbsp;
b) Basic understanding of AI/MI Knowledge:
● Supervised and unsupervised learning&nbsp;
● Model evaluation (accuracy, precision, recall, F1)&nbsp;
● Feature engineering&nbsp;
● Data preprocessing&nbsp;
● Model training vs inference&nbsp;
Exposure to modern AI topics is a plus:&nbsp;
● Natural Language Processing (NLP)&nbsp;
● Recommendation systems&nbsp;
● Vector embeddings and semantic search&nbsp;
● AI chatbot architectures&nbsp;
● AI model inference pipelines&nbsp;
c) Backend &amp; Data Engineering
Familiar with REST API Development, JSON based APIs, Backend frameworks (FastAPI, Flask, Django or Node.js Express), Database knowledge (MySQL/PostgreSQL, MongoDB)
d) AI Infrastructure/Engineering (additional advantage)
Exposure to Docker containers, Model serving frameworks (RabbitMQ, Kafka, Message queues), Basic Cloud platforms (AWS, GCP,Azure).&nbsp;
AI tools knowledge (additional advantage) in HuggingFace, LangChain, Vector database (FAISS, Milvus and Weaviate)

• Build backend services, APIs and data pipelines to integrate and deploy ML models.
• Collaborate with engineers on AI-enabled, model-driven production apps.
• Get hands-on model serving &amp; deployment exposure with TF/PyTorch, Docker and cloud!

• Bangunkan API backend, paip data dan integrasikan model ML.  
• Kerja pada aplikasi AI dan perkhidmatan model-driven untuk produksi.  
• Peluang praktikal deploy model, kerja berpasukan dan tingkatkan kemahiran AI!

Artificial Intelligence

Python (Programming Language)

TensorFlow

Data Processing Unit

FastAPI

Apache Kafka

Key role:
We are looking for a motivated AI / Machine Learning Backend Intern to assist in developing intelligent backend systems that integrate machine learning models, data pipelines, and scalable APIs. The intern will work with engineering teams to build AI-enabled applications, data processing pipelines, and model-driven services used in production systems._
Job Responsibilities:
● Assist in developing backend services and APIs that integrate AI / machine learning models._
● Build data pi...

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Innoquest Technologies Sdn. Bhd.