Saif R.

Key Skills

Software

Other

Labelbox

Data Annotation Tech

CVAT

Top Subject Matter

Web search data extraction for AI-ready datasets

Structured analytics data preparation and governance

Programmatic collection and retrieval of textual records for analytics

Top Data Types

Text

Image

Computer Code Programming

Top Task Types

Data Collection

Segmentation

Classification

Bounding Box

Object Detection

Text Generation

Question Answering

Text Summarization

RLHF

Fine-tuning

Red Teaming

Transcription

Evaluation/Rating

Computer Programming/Coding

Freelancer Overview

SerpApi Production Pipeline — Independent Contractor (Full-Stack Engineer & Technical Lead). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include SerpApi (Google Search API, AI Overview API), and OpenAI batch processing. Education includes Bachelor of Science, University of Central Punjab (2021). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Data Collection, Evaluation, and Rating.

Labeling Experience

SerpApi Production Pipeline — Independent Contractor (Full-Stack Engineer & Technical Lead)

Data Collection

Built and deployed a large-scale search data pipeline using SerpApi to extract structured T&D infrastructure project data across 27 countries. Processed thousands of queries with automated CAPTCHA handling, parsed structured results, and fed outputs into a queryable SQLite database. This work involved programmatic collection/structuring of AI-ready training/query data rather than manual annotation. • Data collection and structuring for downstream AI/RAG-style usage • Automated CAPTCHA handling and structured result parsing • Batched OpenAI processing to transform query results into stored records • Queryable persistence of extracted datasets in SQLite

2024 - Present

Senior Software Engineer — Soliton Technologies Pakistan

Text

Extended Apache Superset with dynamic dataset controls and RBAC to enable secure multi-tenant analytics for enterprise clients. While not a traditional annotation workflow, the role includes preparing structured datasets and governance controls that support analytics-driven labeling and evaluation. Responsibilities focused on improving data accessibility and processing for downstream data quality/insight. • Implemented RBAC and dataset-level controls for enterprise reporting • Prepared structured data views for analytics consumption • Designed scalable processing to reduce report latency • Enabled secure multi-tenant analytics workflows

2023 - 2024

Senior Software Engineer — PTR (Remote)

Data Collection

Developed marketing automation and an advanced search module that integrated Elasticsearch and the SEC EDGAR API for real-time financial filings tracking and analytics. This included collecting, indexing, and querying textual/record data to support information retrieval and downstream AI consumption. The activity aligns with programmatic dataset building for later modeling, though no explicit human annotation was described. • Built and maintained a search module on indexed filings data • Integrated SEC EDGAR API for real-time retrieval • Engineered analytics features for searchable structured records • Supported AI-ready retrieval datasets via indexing and querying

2023 - 2023

Education

Work History