Histopathology Image Classification
Achieved 72% accuracy in cancer tissue classification by designing and tuning SVM, MLP, and CNN models.
PythonTensorFlowscikit-learnMLPCNNKeras Tuner
Hey, I’m Allen Manoj
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I build machine learning models, craft neural networks that think, and design intelligent dashboards that transform data into insight and action.
About Me
I’m a data-driven problem solver who enjoys crafting end-to-end solutions from analytics pipelines to intuitive visualizations. I love blending technical skill with clean, thoughtful design to transform data into decisions.
Outside of coding, I’m passionate about visual storytelling, simplifying complexity, and helping teams communicate insights clearly. I believe data isn’t just numbers, it’s a language that can inform, influence, and inspire.
Data StorytellingStrategic PlanningLeadershipAnalytical ThinkingProblem Solving
Skills
Programming & Frameworks
PythonSQLHTMLCSSFlaskStreamlitSeleniumRJavaScriptBootstrap
Data Science & ML
PandasNumPyMatplotlibSeabornscikit-learnTensorFlowKerasCNNs
Visualization & BI Tools
Power BITableauGoogle Looker StudioGoogle Data StudioMS Excel
Software, Platforms & Dev Tools
VS CodeJupyter NotebookFigmaDBeaverJiraAsanaPostgreSQLGitAWSTwilioWordPressWindowsmacOSUbuntu
Education
Master of Computer Science
Data Science and Artificial Intelligence
The University of Sydney
2024 – 2026B.E. Computer Science and Engineering
Sri Venkateswara College of Engineering, Sriperumbudur
2019 – 2023Featured Projects
Image Captioning Web App – AWS Full Stack Deployment
Launched a scalable Flask web app on AWS, integrating serverless architecture for automated image captioning.
FlaskEC2S3RDSLambdaEventBridgeIAMAuto ScalingALBPython
Pulmonary Disease Classification
Enabled accurate pulmonary disease detection by transforming audio to spectrograms and applying CNNs.
PythonDeep LearningCNNEfficientNetB0
Mood-Based Music Recommender System
Delivered real-time Spotify playlist recommendations by analyzing facial emotions and text sentiment.
DenseNet121StreamlitHugging FaceDistilBERTSpotify API
Efficient ETL Pipeline
Streamlined data transfer and visualization by building an efficient AWS-powered ETL pipeline.
RedshiftGlueCloudWatchQuickSightPostgreSQL
Churn Analysis Dashboard
Interactive Tableau dashboard analyzing churn patterns, KPIs, and retention insights.
TableauData VisualizationAnalytics
Experience & Leadership
Professional Experience
Research Data Assistant
The University of Sydney
August 2025 – Present
Intern
Careers Centre, The University of Sydney
April 2025 – Present
ExcelPythonPower BI
Data Consultant Intern
EDU Talent
June 2024 – July 2024
Data AnalysisRetention StrategiesMarket Research
Associate Product Manager and Data Intern
Qwk, the Convenience App
Feb 2023 - May 2023
Product ManagementData AnalysisSelenium
Data Analyst Intern
Bhumi
May 2022 - Nov 2022
Data ExtractionData VisualizationDecision Making
Data Scientist Intern
Exposys Data Labs
November 2021 - December 2021
K-Means ClusteringCustomer SegmentationData Science
Website Development Intern
Exotrix Learning
June 2021 - July 2021
HTMLCSSJavaScript
Coding Instructor
Hatch School of Code
January 2021 - March 2021
HTMLCSSJavaScript
Leadership
Co-Lead - Data Collection
Omdena Nellore Chapter
January 2023
LeadershipData AnalysisReporting
Vice President
Association of Computer Engineers
October 2022 - June 2023
LeadershipEvent PlanningTeam Management
Member - Data
Engineers Without Borders
September 2020 - June 2023
WritingTech for GoodTeamwork
Treasurer
Youth Fellowship
May 2022 - May 2023
Financial ManagementBudgetingRecord Keeping
Microsoft Learn Student Ambassador
Microsoft
January 2021 - May 2023
AdvocacyLearningTech Outreach
Social Media Manager
Elixir Coding
May 2021 - Jan 2023
DesignSocial MediaStrategy
Co-Founder
SUNDAY
August 2021 - August 2022
LeadershipTeam ManagementCommunity Building
Tech Head
FORum for Economic Studies by Engineers
March 2021 - March 2022
Technical LeadershipWeb DevCommunity
Executive Member
Association of Computer Engineers
July 2020 - June 2021
Event ManagementDesignWeb Development
Member - Developer
FORum for Economic Studies by Engineers
August 2020 - March 2021
PythonDesignWeb Development
Volunteering
Mentor
Know-I, Research Club at SVCE
August 2025 - Present
MentoringResearchPersonalised AI Systems
Mentor
Practera / Study NSW
June 2025 - July 2025
MentoringProject GuidanceCross-Cultural Communication
Peer Mentor
Faculty of Engineering, University of Sydney
July 2024 - November 2024
MentoringStudent SupportCommunication
Retail Assistant Volunteer
Salvation Army
April 2024 – August 2024
Customer ServiceRetail OperationsTeamwork
Help Desk Volunteer
Study NSW & Communiteer
March 2024 – July 2024
Support ServicesCommunicationProblem Solving
Volunteer Member
Youth Red Cross
August 2020 – June 2023
Social ImpactAwarenessSupport
Graphic Designer
Scholarship Track
July 2020 – Nov 2020
Graphic DesignEngagementBranding
Volunteer
LEO Club SVCE
Sep 2019 – Jan 2020
EnvironmentTeamworkInitiative
Achievements
SUEDE Designathon
3rd Place & Best UI
Sep 2024Paper Propine
1st place in a national paper presentation competition
Apr 2023Bug To Business
Best Marketing Strategy Award at 24-hour Make-a-thon
Nov 2022Bhumi - Data Analysis Circle
Intern of the Month (August)
Aug 2022EMinds Hackathon
1st place organized by EPIC, SVCE, and StepSetGo
May 2022Ease the Error 2.0
Best UI/UX Award in a 24-hour hackathon
May 2021Writing & Ideas
Is Machine Learning the only way for Data Visualization?
Read on MediumMicrosoft Azure for Artificial Intelligence/Machine Learning
Read on MediumHeadstart in Deep-Tech | Data Science, Machine Learning
Read on MediumLet's Connect & Collaborate 🚀
Whether you have a project idea, a question, or just want to chat tech, drop me a message and I'll get back to you!