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manav-vc/README.md

Hey, I'm Manav 👋


Portfolio LinkedIn Email


About Me

Software Engineer with internship experience at Interac Corp and the Government of Ontario, building production systems that serve hundreds of thousands of users. I care about clean architecture, observable systems, and shipping things that actually work.

  • 🎓 Associate's in Software Engineering – AI @ Centennial College  |  GPA: 4.35 / 4.5
  • 🏦 Recently built cloud observability infrastructure at Interac Corp (AWS + Splunk + Terraform)
  • 🏛️ Shipped features used by 276K+ ODSP clients @ Government of Ontario

🛠 Tech Stack

Languages

Python JavaScript TypeScript Java C# SQL

Frontend

React Angular Three.js HTML5 CSS3

Backend & APIs

Node.js Express Flask Spring Boot ASP.NET

Cloud, DevOps & Tools

AWS Terraform Splunk Git Azure DevOps Linux Postman

Databases & AI/ML

MongoDB MySQL Oracle Scikit-learn TensorFlow Pandas NumPy


💼 Experience

Software Engineer Intern  ·  Interac Corp  ·  Sep 2025 – Jan 2026

Built cloud observability infrastructure and DevOps tooling for one of Canada's core payment networks.

  • Engineered ingestion pipelines routing AWS logs into Splunk, cutting mean time to detect (MTTD) incidents by 25%
  • Maintained IaC using Terraform to automate provisioning and standardize AWS resources
  • Supported enterprise-wide GitHub migration, enabling secure code hosting across engineering teams

Software Engineer Intern  ·  Government of Ontario – MCCSS  ·  Jan 2025 – May 2025

Delivered features on the MyBenefits portal, a platform serving hundreds of thousands of Ontario residents.

  • Built an Angular + TypeScript feature enabling online diabetic supply requests for 276K+ ODSP clients
  • Engineered a document upload module using Angular + REST APIs, increasing monthly uploads by 34%
  • Published a private npm package — a custom Angular paginator — adopted across 10+ table modules

Software Engineer Intern  ·  Government of Ontario – MAG  ·  May 2024 – Sep 2024

Modernized internal tools for the Ministry of Attorney General used by judges and court staff.

  • Built search/sort functionality and redesigned the Deputy Judges Database UI using React, C#, and SQL
  • Implemented update/delete features using ASP.NET + Visual Basic, reducing data entry time by 28%
  • Developed an interactive court locator using JavaScript + Google Maps API displaying 50+ locations

🚀 Featured Projects

React · Three.js · Node.js · MongoDB · Gemini API

AI-powered web app that identifies fish species in real-time via Google's Gemini API. Features an interactive 3D aquarium built with Three.js, a global fishing map via Leaflet API, and a scalable Node/Express/MongoDB backend.

Python · Flask · Scikit-learn · SMOTE

Predictive model trained on Toronto Police's KSI dataset (18K+ records) achieving 80% fatal recall. Features a full preprocessing pipeline with SMOTE balancing, ensemble modeling, and a Flask API for real-time predictions.

Python · TF-IDF · Naive Bayes · Scikit-learn

Binary classification model detecting spam using TF-IDF vectorization and Naive Bayes. Trained on 5,000+ samples with 3-fold cross-validation, achieving 91% accuracy.

More coming soon...

Currently working on new projects. Stay tuned! ⚡


📊 GitHub Stats

GitHub Streak


Open to new grad SWE roles and internships — feel free to reach out!

LinkedIn

Pinned Loading

  1. Natural-Language-Processing-Project Natural-Language-Processing-Project Public

    Python

  2. Neural-Networks-Assingment Neural-Networks-Assingment Public

    Python

  3. Live-Aquaria Live-Aquaria Public

    Redefining Fishing Memories

    JavaScript 2

  4. Bug-smasher-game Bug-smasher-game Public

    JavaScript

  5. Uniform-Search-Assignment Uniform-Search-Assignment Public