Hello, I'm
Data Analyst | Business Intelligence | Machine Learning
I'm a data analyst with 4+ years of experience. I take raw, messy data and turn it into dashboards and reports that help teams make decisions without second-guessing the numbers.
Edmonton, AB, Canada · Data Analyst & BI
Data Quality
Improvement
Records Analysed
500K+Less Manual Reporting
500K+
Records Analyzed
Across multiple datasets
30%
Data Quality Improvement
Enhanced accuracy & reliability
20%
Reporting Time Reduction
Through automation & ETL
7
Featured Projects
Analytics, BI, ML, NLP & Vision
About Me
I'm a data analyst with 4+ years of experience, working mostly in SQL, Python, and Power BI — across operational, customer, and financial data. I'm IBM Data Analyst certified and hold an MSc in Computer Science from Algoma University. At APAR Nepal I cleaned and analysed 500K+ records, improved data quality by about 30%, cut manual reporting time by 20–25%, and built ETL workflows that took the repetitive work out of stakeholder reporting.
I'm a data analyst based in Edmonton, AB, Canada, with an MSc in Computer Science from Algoma University. Day to day I work in SQL, Python, and Power BI, and I spend a fair bit of time talking to stakeholders to figure out what they actually need. I'm at my best taking a vague business question and turning it into a clear answer — a query, a dashboard, or a report someone can act on.
Location
Edmonton, AB, Canada
Education
MSc Computer Science — Algoma University, ON
Certification
IBM Data Analyst Professional Certificate, 2025
Experience
Data Analyst @ APAR Nepal · Data & Business Analyst @ Leapfrog Technology
Featured Projects
A mix of analytics, machine learning, NLP, and computer-vision projects — two of them peer-reviewed and published.
10K jobs
EDA + Power BI dashboard
End-to-end exploratory data analysis of 10,000 software job postings (39 columns) — from raw ingestion and a systematic five-dimension cleaning audit through univariate, bivariate, and multivariate analysis, ending in an interactive Power BI dashboard built for non-technical stakeholders.
3 models
Benchmarked on P/R/F1
Full EDA on a large-scale banking transaction dataset to identify spending patterns, high-risk customer segments, and behavioral anomalies. Benchmarked multiple fraud-detection models and delivered visual fraud-trend summaries for risk and compliance stakeholders.
Face + OTP
Multi-factor auth
Full-stack secure password manager that layers facial recognition and email OTP on top of a master password for multi-factor authentication. Built with a Next.js client and a Django REST API; credentials are AES-encrypted and master passwords bcrypt-hashed before storage, with JWT-secured sessions and input validation against SQL injection and XSS.
Hit Rate@K
Hybrid recommender
Analyzed the Amazon 2023 e-commerce dataset to extract purchasing behavior, product-affinity patterns, and customer segmentation insights. Built a hybrid recommendation system combining collaborative filtering and content-based features.
73.88%
Model Accuracy
Cleaned and processed a bi-script (Devanagari & Romanized) Nepali text dataset for large-scale sentiment classification. Built a hybrid Transformer + CNN + BiLSTM pipeline to surface customer-opinion trends in a low-resource language.
91.14%
Model Precision
Designed a lightweight CNN to classify four retinal conditions (Cataract, Diabetic Retinopathy, Glaucoma, Normal). Conducted rigorous model evaluation using confusion matrices, ROC/AUC, and class-wise performance reporting.
YOLOv8
Aerial human detection
AI-driven search-and-rescue platform that detects missing people in aerial drone imagery of dense forest using a YOLOv8 object-detection model. Built as two web apps: a public portal for reporting missing persons and an admin dashboard that runs detection on uploaded drone images and emails reporters when a confident match is found.
Experience Timeline
Data and business analyst roles across product, operations, and finance teams.
APAR Nepal
Leapfrog Technology, Inc. (Analytics Support)
Skills Dashboard
From SQL and Python to Power BI, Tableau, and machine learning — the stack I use to clean data, build pipelines, and ship decision-ready dashboards.
Advanced Querying
Data Analysis & Automation
Dashboard & Reporting
Data Viz & Storytelling
ML Models & Algorithms
Cloud & Data Engineering
Certifications & Awards
IBM · 2025
IBM
Microsoft
Microsoft
Education
Algoma University
Graduate coursework in data analytics, machine learning, database systems, and statistics, with hands-on projects in SQL, Python, ETL, and dashboard development. Most projects ran a real dataset end-to-end — cleaning, analysis, modelling, and a final visual report.
Relevant coursework
Program details
Contact
Have a project, a data problem, or a question? Send me a message and I'll get back to you within a day.
Fastest reach via email or LinkedIn — I usually reply within 24 hours.
psnbabu5@gmail.com
Phone
+1-705-987-5536
Location
Edmonton, AB, Canada
