Machine Learning Engineer

ARC-Net | Applied Research Capability Network

0 years

0 Lacs

bengaluru karnataka india

Posted:9 hours ago| Platform:

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Skills Required

learning research ai engineering video analysis mapping inference prototype testing design ml pipeline data processing logic fastapi flask integration architecture python programming sequence debugging numpy development

Work Mode

On-site

Job Type

Full Time

Job Description

About the Company and Project

ARTPARK, Indian Institute of Science (IISc)

MyPraX

Role Description

Machine Learning Engineer

Contract:

Compensation:

Location:

Start Date:

Responsibilities

Build and maintain the end-to-end ML pipeline for MyPraX’s demo and early versions.
Process multimodal outputs (video, audio, semantic signals) from existing analysis tools.
Implement uplift-prediction logic using Bayesian/probabilistic modelling.
Design clean, lightweight APIs (FastAPI/Flask) for integration with the platform dashboard.
Create synthetic and human-sample testing workflows for experiments.
Iterate rapidly on prototype systems while keeping long-term architecture in mind.
Prepare structured outputs and visualisable data for demos and experiments.

Qualifications

Required:

Strong Python programming skills.
Experience with ML engineering and multimodal pipelines (CV, audio).
Hands-on experience with Bayesian or probabilistic modelling.
Ability to work with temporal or sequence-level data.
Familiarity with FastAPI/Flask or equivalent backend frameworks.
Proficiency in debugging, data processing (NumPy, Pandas), and prototype development.
Comfortable working independently in fast-moving research environments.

Nice to Have:

Experience in cognitive science, behavioural modelling, or causal inference.
Prior exposure to deep-tech, AI-based research, early-stage product development, or LLM-based evaluation.
Background in designing data workflows or experiment systems.

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