Abhiraj Singh

Statistics + Mathematics @ University of Toronto · Graduating December 2026

Experience

EQ Bank

Jun 2026 — Aug 2026

Artificial Intelligence Intern · Toronto, Ontario

Architected an end-to-end agentic AI platform for mortgage origination — turning a manual, document-heavy underwriting process into an orchestrated pipeline of specialized agents with human-in-the-loop review and full source traceability.

Python
TypeScript
Azure OpenAI
Azure AI Document Intelligence
Playwright
FastAPI
Redis
REST APIs

~0%

of workflow automated

document types processed

compliance checks orchestrated

~0%

less manual review time

Medcan

May 2025 — Aug 2025

Data Science Intern — AI & ML · Toronto, Ontario

Shipped four production AI/ML systems across recruiting, content, forecasting, and speech — each measured by the operational time it gave back to the business.

Resume Intelligence

A two-stage semantic screening system: embedding retrieval builds a candidate set, then a CrossEncoder reranks for precision. Validated with an A/B test.

90% faster screening8× more resumes reviewed

Enterprise Content Agent

An LLM content agent grounded in enterprise knowledge — retrieval-augmented generation with guardrails, wired from a Teams request into a SharePoint publishing flow.

60+ assets / month50% faster content cycles12+ hrs saved / week

Demand Forecasting

A productionized forecasting system with time-series cross-validation and calibrated outputs, backed by a Synapse/SQL/PySpark MLOps flow feeding Power BI.

20% fewer staffing gaps15% efficiency gain

Speech Recognition

An on-prem transcription application producing transcripts in minutes.

12+ hrs saved / week

Statellect

Jan 2022 — Aug 2022

Co-Founder · Punjab, India

Co-founded a data analytics firm serving healthcare institutions and other clients — building structured-data pipelines and automated processing, and owning the technical work end to end.

Data pipelines
Automation
Analytics

Projects

calMOG

AI Syllabus Planner2025

A full-stack AI product that turns a syllabus PDF into an organized academic calendar. Upload a PDF, and calMOG extracts deadlines, grading items, and course policies, routes them through an AI review workflow, and drops confirmed items onto a database-backed calendar.

Next.js
TypeScript
Tailwind
Supabase
OpenAI API

Visit calmog.net

Pipeline

syllabus.pdf

ai · extract

Midtermdeadline
Oct 24 · 25%
Problem Set 3grade
Nov 07 · 10%
Final Examdeadline
Dec 12 · 40%

review

Midtermok
Problem Set 3ok
Final Examok

calendar

Dog Breed Classifier

120-class vision model

A CNN image classifier for 120 dog breeds built on EfficientNet via transfer learning, with image preprocessing and data augmentation.

TensorFlow
EfficientNet
TF Hub
Transfer learning

Applied ML

Foundational modeling

Housing price prediction and heart-disease classification across Random Forest, XGBoost, Logistic Regression, KNN, and Decision Trees — with feature engineering and hyperparameter tuning via GridSearchCV / RandomizedSearchCV.

XGBoost
Random Forest
Scikit-learn
GridSearchCV

About

Name: Abhiraj Singh
Role: AI Engineer
Based in: Toronto, Ontario
Local time: --:--:--
Focus: AI systems · Full-stack

Education

University of Toronto

Honours Bachelor of Science

Double Major — Statistics & Mathematics

Sep 2022 — Dec 2026 · Toronto, Ontario

Relevant coursework

Machine Learning & Data Mining
Time Series Analysis
Regression Analysis
Data Analytics
Probability
Linear Algebra
Discrete Mathematics
Optimization

Toolkit

Languages

Python
TypeScript
JavaScript
SQL
Java
R

AI / ML

Azure OpenAI
Azure AI Document Intelligence
RAG / Agentic systems
PyTorch
TensorFlow
Hugging Face
SentenceTransformers
Scikit-learn
XGBoost

Engineering

Next.js
FastAPI
Azure
Docker
Redis
REST APIs
Playwright
Supabase
PySpark
Power BI
Flask
Streamlit
Git

Contact

Get in touch

GitHubabhiraj-singh-7 LinkedInin/abhiraj-singh RésuméAbhiraj-Singh-Resume.pdf

Abhiraj SinghAbhirajSingh