AI/ML Engineer with 4+ years of experience designing and shipping production-grade AI/ML systems including RAG pipelines and automation across B2B sales, finance, and real estate. Experienced in building reliable multi-agent LLM orchestration, document intelligence workflows (OCR + chunking + evaluation + observability), and deep API integrations from architecture through monitoring, QA, and handoff. Comfortable delivering full-stack AI products end-to-end: scoping requirements, wiring third-party APIs (CRM, billing, social, treasury), building evaluation/observability layers, and documenting systems for non-technical stakeholders. Strong focus on production patterns such as fallback logic, approval gates, and cost-aware caching, with experience working directly with founders and remote teams on contract deliverables.

Waheed Abbas

AI/ML Engineer with 4+ years of experience designing and shipping production-grade AI/ML systems including RAG pipelines and automation across B2B sales, finance, and real estate. Experienced in building reliable multi-agent LLM orchestration, document intelligence workflows (OCR + chunking + evaluation + observability), and deep API integrations from architecture through monitoring, QA, and handoff. Comfortable delivering full-stack AI products end-to-end: scoping requirements, wiring third-party APIs (CRM, billing, social, treasury), building evaluation/observability layers, and documenting systems for non-technical stakeholders. Strong focus on production patterns such as fallback logic, approval gates, and cost-aware caching, with experience working directly with founders and remote teams on contract deliverables.

Available to hire

AI/ML Engineer with 4+ years of experience designing and shipping production-grade AI/ML systems including RAG pipelines and automation across B2B sales, finance, and real estate. Experienced in building reliable multi-agent LLM orchestration, document intelligence workflows (OCR + chunking + evaluation + observability), and deep API integrations from architecture through monitoring, QA, and handoff.

Comfortable delivering full-stack AI products end-to-end: scoping requirements, wiring third-party APIs (CRM, billing, social, treasury), building evaluation/observability layers, and documenting systems for non-technical stakeholders. Strong focus on production patterns such as fallback logic, approval gates, and cost-aware caching, with experience working directly with founders and remote teams on contract deliverables.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Advanced

Work Experience

Founding AI Engineer at Analytics Depot
October 1, 2025 - Present
Architected and deployed an end-to-end AI-powered platform with a complete backend. Engineered multi-persona chatbot system with dynamic context switching and intelligent query routing. Built a comprehensive file-handling pipeline supporting multiple formats with automated parsing and embedding generation. Designed secure authentication systems with JWT, OAuth 2.0, and role-based access control.
AI/ML Trainee Software Engineer at AllZone Technologies
December 1, 2024 - September 1, 2025
Developed LangChain agent workflows for multi-step reasoning and fine-tuned domain LLMs using LoRA/QLoRA for task-specific accuracy gains under limited compute. Built OCR + LLM pipelines for compliance document parsing including data preparation, model evaluation, and benchmarking across NLP and computer vision tasks before production rollout.
Trainee Software Engineer (AI/ML) at AllZone Technologies
December 1, 2024 - September 1, 2025
Developed LangChain agent workflows for multi-step reasoning and fine-tuned domain LLMs using LoRA/QLoRA for task-specific accuracy gains under limited compute. Built OCR + LLM compliance document parsing pipelines: data preparation, model evaluation, and benchmarking across NLP and computer vision tasks before production rollout.
Associate AI/ML Engineer at Aibee Software
December 1, 2024 - October 1, 2025
Implemented agent-based architectures using LangChain for dynamic, multi-step reasoning workflows. Finetuned and optimized LLMs using LoRA/QLoRA for domain-specific adaptation. Built OCR-driven document parsing integrated with LLMs for compliance and knowledge extraction. Conducted data preprocessing, model evaluation, and performance benchmarking for NLP and CV tasks.

Education

Bachelor of Science in Computer Science at Information Technology University, Pakistan
January 1, 2022 - January 1, 2026
B.S. Computer Science (Information Technology University) at Information Technology University, Pakistan
January 11, 2030 - July 23, 2026
B.S. Computer Science at Information Technology University, Pakistan
January 11, 2030 - July 23, 2026

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Professional Services, Media & Entertainment, Financial Services, Real Estate & Construction, Education, Computers & Electronics, Other