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Humza Tareen

AI Engineer at Turing. IEEE EMBC 2025 researcher. I build production AI systems on GCP and write about LLMs, agentic pipelines, RAG, and cloud infrastructure. Ship first, write about it second.

Islamabad, Pakistan (Open to Remote/Relocation) Joined on Mar 6, 2023 https://humzakt.github.io

Education

B.Sc. Computer Science (AI & Deep Learning) — NUST, Islamabad (2020–2024)

Pronouns

he/him

Work

Software Engineer at Turing | Prev: Royal Cyber, NCAI, Bitnine, InLights

Python, FastAPI, LangChain, PyTorch, PostgreSQL, GCP (Cloud Run, GKE, Pub/Sub, AlloyDB), Docker, Redis, Node.js, Flutter, Next.js, Kafka, AWS Bedrock. LLM fine-tuning, RAG, RLHF, agentic systems.

Advanced RL for code agents, GCP multi-cluster orchestration, zero-downtime migration patterns, AI-native development workflows (Cursor, Codex, Claude Code), and explainable AI for medical imaging.

AI agent evaluation platform on GCP (10+ microservices), RL training arena for code agents, automated LLM scoring service, and republishing 17 technical blog posts from humzakt.github.io to Dev.to.

GTM/Forward Deployed Engineer roles, AI/ML PhD opportunities, open-source collabs on LLM tooling & agentic systems, technical writing partnerships, and speaking on production AI & cloud architecture.

27 posts published

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Feb 19

How to Build Idempotent Cloud Tasks Handlers in Python (The Pattern That Eliminated Our Duplicate Record Bugs)

#gcp #python #cloudtasks #fastapi

3 min read

Feb 17

AlloyDB + SQLAlchemy: Connection Pooling Strategies That Actually Work in Production

#gcp #python #postgres #database

3 min read

Aug 16 '23

PostgreSQL Memory Allocation: A Beginner's Guide

#postgres #database #programming #tutorial

2 min read

Aug 16 '23

PostgreSQL Background Processes: A Simple Guide

#postgres #database #tutorial #backend

3 min read

Aug 4 '23

Cracking the Code: How PostgreSQL Parses SQL Queries

#database #programming #datascience #postgres

3 min read

Jul 23 '23

Apache AGE: A Deep Dive into Data Import and Export Techniques

#database #datascience #devops #programming

2 min read

Jul 17 '23

Advanced Troubleshooting Techniques for Apache AGE: A Practical Guide

#database #datascience #postgres #tutorial

3 min read

Jul 12 '23

Utilizing Apache AGE for Social Network Analysis

#socialmedia #apacheage #analytics #datascience

3 min read

Jul 6 '23

Integrating Apache AGE with Business Intelligence Tools

#database #apacheage #postgres #graphql

3 min read

Jul 5 '23

How Apache AGE Facilitates Knowledge Graph Construction: A Comprehensive Guide

#graphql #database #apacheage #postgres

3 min read

Jul 5 '23

Interacting with Apache AGE: Best Practices for Application Developers

#graphql #postgres #apacheage #database

2 min read

Jun 13 '23

Building a Graph-Based Search Engine with Apache AGE

#searchengine #database #apacheage #graphql

3 min read

Jun 3 '23

Exploring Graph Partitioning Strategies with Apache AGE: A Detailed Examination

#apacheage #database #patitioning #datascience

3 min read

Jun 2 '23

Handling Hierarchical Data in Apache AGE: A Comprehensive Guide

#apacheage #graphql #database #datascience

3 min read

Jun 1 '23

How to use the Apache AGE's Cypher Query Language

#apacheage #graphql #postgres #database

2 min read

May 13 '23

Optimizing Apache AGE for Time-Series Data Analysis

#datascience #apacheage #database #analytics

3 min read

May 11 '23

ApacheAGE for Graph Analytics: A Comprehensive Analysis

#apacheage #database #graphql #postgres

2 min read

Apr 30 '23

Using Apache AGE for Machine Learning: A Comprehensive Guide to Clustering and Classification

#apacheage #machinelearning #clustering #postgres

4 min read

Apr 28 '23

Unleashing Graph Analytics Power: A Comprehensive Guide to Integrating Apache AGE with Hadoop and Apache Kafka

#apacheage #postgres #database #bigdata

2 min read

Apr 21 '23

Getting Started with AGE and PostgreSQL: Setting Up and Modifying the Source Code 😊

#apacheage #postgres #database #coding

2 min read

Apr 17 '23

Scaling Apache AGE for Large Datasets: A Guide on How to Scale Apache AGE for Processing Large Datasets

#apacheage #postgres #database #datascience

2 min read

Apr 11 '23

Securing ApacheAGE: A Step-by-Step Guide to Protect Your Graph Data

#apacheage #security #cybersecurity #database

3 min read

Apr 6 '23

Supercharge Your Database: A Deep Dive into Optimizing Queries with ApacheAGE

#apacheage #postgres #database #datascience

3 min read

Mar 25 '23

Mastering Large-Scale Data Processing: Building a Data Pipeline with ApacheAGE for Efficient Ingestion, Processing, and Analysis

#apacheage #postgres #datascience #bigdata

2 min read

Mar 22 '23

Mastering Real-Time Analytics: How to Use ApacheAGE for High-Performance Graph Querying

#apacheage #postgres #datascience #agedb

2 min read

Mar 16 '23

ApacheAGE vs Apache Spark and Apache Flink: Which Big Data Engine is Your Perfect Ride?

#apacheage #datascience #database #postgres

2 min read

Mar 8 '23

Postgres: Your Powerful, Versatile Database Wingman

#postgres #database #programming #beginners

3 min read

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