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Allen Manoj
About

I build the path from source data to operational software.

I'm Allen Manoj, based in Sydney. I build across the full path from data infrastructure to usable product.

My work sits where data contracts, analytical logic, automation, monitoring, and interfaces meet. The goal is practical clarity: systems whose inputs, assumptions, failure modes, and outputs are clear enough to trust.

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Portrait of Allen Manoj
Based in
Sydney, Australia
Work
Data systems, analytics, applied AI, and operational tools
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Experience

Experience across data systems, research, and product analytics.

I keep coming back to the same kind of work: turning messy operational data into reporting, analysis, and tools that teams can rely on.

  1. Jan 2026 - Present

    Project Officer - Data & Systems

    Careers Centre, The University of Sydney

    Building and maintaining reporting infrastructure for student engagement data across career services. Delivers automated Power BI dashboards, Python data pipelines, and weekly reporting outputs that support operational decisions.

  2. Apr 2025 - Jan 2026

    Data Intern

    Careers Centre, The University of Sydney

    Supported internal reporting by cleaning and analysing student engagement metrics using Excel, Python, and Power BI. Delivered front-line student support, guided students to career resources, and coordinated logistics for information sessions and workshops.

  3. Aug 2025 - Feb 2026

    Research Data Assistant

    Charles Perkins Centre, The University of Sydney

    Designed and maintained clinical data pipelines for health research datasets. Delivered reproducible data infrastructure in Python and SQL, with Power BI dashboards used by research leads for analysis and reporting.

  4. Feb - May 2023

    Associate Product Manager & Data Intern

    Qwk, the Convenience App

    Combined product analytics and automated data extraction to inform feature prioritisation at a consumer convenience startup. Used Selenium for structured data collection and built usage analysis that connected product behaviour to roadmap decisions.

  5. May - Nov 2022

    Data Analyst Intern

    Bhumi

    Delivered end-to-end data work for one of India's largest youth-led NGOs, from raw extraction and transformation through to visualisation and decision support.

  6. Nov - Dec 2021

    Data Scientist Intern

    Exposys Data Labs

    Applied K-means clustering and exploratory data analysis to a customer transaction dataset to identify behavioural segments. Delivered segmentation findings and visualisations used to support targeted marketing decisions.

Education

Formal study in computer science, data science, and AI.

Master of Computer Science — Data Science and Artificial Intelligence

University of Sydney · 2024 - 2026

B.E. Computer Science and Engineering

Sri Venkateswara College of Engineering · 2019 - 2023
Research

Published work in machine learning and deep learning.

Research context across emotion detection and respiratory disease classification.

Detection of Emotions Using a Boosted Machine Learning Approach

IEEE Xplore · 2023
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A Deep Learning Framework for Multiclass Categorisation of Pulmonary Diseases

IEEE Xplore · 2023
View on IEEE
Leadership, community & recognition

Technical leadership, shared learning, and selected project signals.

Co-Lead - Data Collection

Jan 2023
Omdena Nellore Chapter

Led data collection and analysis for a project examining the disconnect between graduate skills and employment outcomes across India. Turned collected evidence into structured reports used by the chapter team.

Vice President

Oct 2022 - Jun 2023
Association of Computer Engineers

Led a 50-member student organisation across design, web development, marketing, content, and finance. Organised the Interrupt Symposium and multiple technical events, coordinating cross-functional teams to deliver within time and budget.

Tech Head

Mar 2021 - Mar 2022
FORum for Economic Studies by Engineers

Led technical work for student community initiatives, including the Coders' Forum, Mock Placement support for 700+ attendees, and website work using HTML, CSS, and JavaScript.

Selected recognition

SUEDE Designathon
3rd Place & Best UI - Sep 2024
Paper Propine
1st Place - National Paper Presentation - Apr 2023
EMinds Hackathon
1st Place - May 2022
Bug To Business Make-a-thon
Best Marketing Strategy - Nov 2022
Bhumi - Data Analysis Circle
Intern of the Month - Aug 2022
Ease the Error 2.0
Best UI/UX - May 2021
Capabilities

A practical capability matrix across the full system path.

Tools are selected for the constraints of the system. The useful capability is connecting the layers into one understandable workflow.

Data engineering

Warehousing, transformation, source contracts, scheduled pipelines, and data-quality checks.

Analytics and BI

Metric design, reporting systems, cohort analysis, experimentation, and decision-ready dashboards.

ML and applied AI

Explainable modelling, retrieval, evaluation, grounded generation, and human-review workflows.

Systems and interfaces

APIs, orchestration, monitoring, operational interfaces, and maintainable internal products.

Projects and relevant roles

Looking for someone who can connect data, decisions, and usable software?

Share the current problem, role, or system context. A polished brief is not required.

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