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Taimoor Saqib

@taimoorsaqib

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Software engineer leveraging AI/ML infrastructure and data engineering to ship RLHF and real-time platforms.

Pakistan

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What I'm looking for

I’m looking for a role where I can build agentic AI/ML data platforms and production pipelines—owning end-to-end delivery, optimizing performance, and collaborating with teams to ship measurable improvements.

I’m a software engineer with 4+ years of experience across AI/ML infrastructure, data engineering, and fullstack development. At Turing (OpenAI), I proposed, designed, and built an agentic pre-labeling system using LangChain and LangGraph that auto-populates RLHF fields before human review, shifting workflows from label-from-scratch to verify-and-correct. I also architected confidence-gated routing, shipped auto-escalation for annotator disagreement, reduced total annotator hours by 3x, and improved API p95 response times from 1.2s to 280ms.

Earlier, at Kavtech, I designed and operated 100+ AWS ETL jobs, replacing manual ingestion with serverless pipelines to reduce freshness lag from 24 hours to under 15 minutes, and achieved 99.9% job success using CloudWatch monitoring and automated retries. Before that at I2C, I optimized slow legacy database workflows, built automated SLA tracking and escalation, and improved Tier-1 resolution times by 20%. I carry the same mindset into my projects—building deterministic, validated AI pipelines (RAG, RLHF, and local LLM tooling) that prioritize reliability, debuggability, and measurable outcomes.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer

Current

Turing (OpenAI)

Sep 2023 - Present (2 years 9 months)

Designed and built an agentic pre-labeling system for RLHF workflows using LangChain/LangGraph, reducing total annotator hours by 3x by auto-populating structured labels and confidence-gated routing. Improved labeling data quality by reducing contamination from ~12% to ~4% and optimized platform API performance (p95 1.2s to 280ms), while leading a 6-engineer team and deploying real-time validation

Lang Chain LangGraph Python fastAPI PostgreSQL Redis AWS CI CD

Data Engineer

Kavtech

Sep 2022 - Sep 2023 (1 year)

Built and operated 100+ scheduled AWS ETL pipelines ingesting Google LSA and Facebook Ads data into a centralized PostgreSQL warehouse, reducing data freshness lag from 24 hours to under 15 minutes. Delivered reliable, client-ready analytics by deduplicating and normalizing multi-source ad datasets with PySpark and achieving 99.9% job success using CloudWatch/SNS monitoring and retries, supporting

AWS Lambda AWS Glue EventBridge S3 Pyspark SQL PostgreSQL Cloudwatch Tableau Pentaho

Software Engineer

I2C

Aug 2021 - Sep 2022 (1 year 1 month)

Served as a primary technical contact for overseas financial services clients, performing root-cause analysis on payment processing systems and optimizing legacy Informix query performance to reduce report generation time from 45+ minutes to under 8 minutes. Built automated SQL/Linux cron-based SLA tracking with escalation, documented APIs via runbooks to reduce Tier-1 resolution time by 20%, and