Outlier (Scale AI) Nov 2025 – Present

AI Data Annotation — Contract (Freelance)

Remote
  • Annotated and validated large-scale datasets (NLP & Computer Vision), including text, images, and structured data formats (JSON, Markdown, CSV) per project guidelines.
  • Evaluated AI model outputs and provided human feedback on correctness, relevance, and instruction adherence to improve model performance.
  • Performed quality assurance checks to ensure high annotation accuracy and consistency across datasets.
  • Resolved ambiguous cases and provided feedback to improve labelling guidelines and reduce future annotation errors.
  • Collaborated with project managers and reviewers to meet production targets and quality benchmarks.
NLP Computer Vision Data Quality Data Annotation RLHF
Hal Group Inc. Sep 2025 – Dec 2025

Data and Reporting Analyst — Co-Op

Vaughan, Ontario, Canada
  • Transformed data from multiple sources into actionable insights to support decision-making.
  • Developed reports and interactive dashboards to clearly present analytical results.
  • Utilized Python, SQL, Power BI, and Excel for comprehensive data analysis.
  • Contributed to projects for TTC, Metrolinx, and the City of Toronto as a key member of the data team.
Python SQL Power BI Excel Dashboards
Paul Scherrer Institute (PSI) Jul 2022 – Sep 2022

Software Engineer Intern

Villigen, Aarau, Switzerland
  • Developed efficient software for X-Ray and Photon detectors, enhancing hardware-software integration and real-time data acquisition.
  • Optimized legacy Linux-based systems and chip test boards, boosting throughput by approximately 40%.
  • Designed responsive UI with PyQt and integrated live signal visualization using Matplotlib and Plotly.
  • Deployed systems at PSI and SSRF to support advanced semiconductor detector testing.
  • Collaborated with physicists and engineers in an agile, research-focused environment.
Python PyQt Matplotlib Plotly Linux
Kinniho Pvt. Ltd. Oct 2021 – Jan 2022

IT Intern

Kathmandu, Nepal
  • Provided technical support for the company's e-commerce platform, troubleshooting issues related to product listings, order processing, and website performance.
  • Assisted in maintaining and updating product data across the platform, ensuring accuracy and consistency of inventory records.
  • Supported the IT team in diagnosing and resolving hardware, software, and network issues across office systems.
  • Monitored website uptime and flagged performance issues, coordinating with the development team for timely resolution.
  • Helped document internal IT processes and contributed to improving operational workflows for the e-commerce backend.
HTML CSS JavaScript Technical Support E-commerce Documentation

Skills & Technologies

Programming & Data

Python
SQL (MySQL · PostgreSQL)
C#
ETL
Pandas
NumPy
JavaScript

ML & AI

Deep Learning
Reinforcement Learning
Natural Language Processing
Computer Vision
Feature Engineering
TF-IDF Vectorization

Frameworks & Tools

PyTorch
TensorFlow
Scikit-learn
OpenCV
Flask
PyQt
Hugging Face

Visualization & BI

Power BI
Tableau
Streamlit
Matplotlib
Plotly
Seaborn

Big Data & Cloud

GCP
AWS
Azure
Supabase
Spark
Hadoop

Mobile & Backend

Flutter / Dart
REST API
SQLite

Dev Tools

Git / GitHub
Jupyter
VS Code
Linux
Docker