About me

I'm Taha Ahmad — an Fullstack AI/ML Engineer building production systems across computer vision, LLMs, and ML infrastructure.

Lahore, Pakistan · Open to remote & global work
Taha Ahmad

From AI Agents
to Full-Stack Platforms
I Build What You Need

By the numbers

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Projects Delivered
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Satisfied Clients
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Industries Served
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Client Satisfaction Rate

Background

I started in production customer operations, working with live systems, strict SLAs, and real users, where reliability and performance directly shaped business outcomes. That foundation still drives how I engineer today: I build systems that hold up in production, not just in theory. From there, I moved into software and ML engineering, taking end-to-end ownership across data pipelines, model integration, and backend infrastructure. Today, I build production-grade AI systems across computer vision, LLMs, and infrastructure — focused on cost efficiency and real-world scalability, with systems delivering 5–10x efficiency gains and 60–80% cost reductions.

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Education & certifications

Education & certifications

Education

B.Sc. Computer Science
Government College University, Lahore · 2025

Certifications

Experience

Where I've made an impact

AI Engineer

Symufolk · Oct 2025 — Present · Lahore, Pakistan

Building and scaling production-grade AI infrastructure across computer vision, ML systems, and intelligent automation pipelines — focused on systems that perform under real operational load.

    Data Annotator

    Motive · Aug 2025 — Oct 2025 · Remote, Pakistan

    Data Annotator working on large-scale annotation for autonomous driving ML pipelines, focused on accuracy, consistency, and data quality under strict SLAs.

    • Annotated 1,000+ image and video samples daily to support supervised learning pipelines for autonomous driving perception models.
    • Achieved 97%+ annotation accuracy by adhering to strict QA standards, labeling guidelines, and multi-stage review processes.
    • Conducted dataset validation and consistency checks to reduce labeling noise and improve training data reliability.
    • Applied structured annotation schemas within a large-scale ML data pipeline environment while meeting strict delivery SLAs.

    Software Engineer

    Aspire Analytica · Jul 2023 — Jun 2025 · Lahore, Pakistan

    Grew from foundational contributions into end-to-end ownership of production-grade agentic AI systems, backend infrastructure, and ERP platforms at Aspire Analytica.

    • Engineered an agentic AI financial reconciliation platform (RAG, tool-augmented agents, React), automating order-to-payment reconciliation, vendor communication, sales analysis, and case escalation — cutting reconciliation time 80%, eliminating ~$40K/year in audit costs, and recovering $3K–5K/month in previously undetected losses
    • Built a Chrome-based web scraping platform in 3 weeks processing 10K+ products via residential proxies and session management, automating market-aligned pricing
    • Architected backend systems and database schemas for 5 ERP implementations (POS, HR & Payroll, Inventory, Accounting), enabling end-to-end digital operations for enterprise clients
    • Deployed production Voice AI platform (FastAPI + RAG) for automotive sales, increasing bookings 15% and reducing support costs by 70%
    • Led client discovery, requirements gathering, ERP workflow design, and user training across implementations

    Inbound Customer Service Representative

    Tribe Consulting (Pvt.) Ltd. · Mar 2022 — Feb 2023 · Lahore, Punjab, Pakistan

    Customer operations specialist handling high-volume inbound support in a fast-paced, SLA-driven environment — building the foundation in reliability, process discipline, and real-time problem-solving that later shaped my engineering approach.

    • Handled 120+ inbound customer calls daily, resolving order placement, account inquiries, and service requests
    • Maintained a 95%+ quality assurance score under strict SLA and KPI benchmarks
    • Contributed to positive customer experience outcomes through effective communication and real-time decision-making

    Tech stack

    Technologies I use to deliver solutions.

    Languages
    PythonJavascriptSQL
    Frontend (Basic)
    HTMLCSSReactNextjs
    Backend
    FastAPINodejsNumpyPandasScikit LearnPyTorchOpenCVUltralytics
    Data
    PostgreSQLRedisMySQLPineconeQdrantpgvectorSynthetic Dataset GenerationData Annotation
    Cloud/DevOps
    GCP (Compute Engine, Cloud Storage)DockerCI/CDGitGithubAWSVercelHostingerRenderRailway
    AI/ML
    Prompt EngineeringAI AgentsComputer VisionSupervised Finetuning (PEFT, Lora, QLora)Agentic WorkflowsRAGMCPLanggraphConversational & Voice AITalking AvatarsAutomationsn8nYolo
    Others
    Web ScrapingCustom Automations