PERSONNEL FILE · REF: ABR-2025 UNRESTRICTED

CLASSIFIED

ABDULREHMAN

AI / ML ENGINEER & ARCHITECT

LOCATIONPunjab, Pakistan

SERVICE4 Years Active

STATUS● ACTIVE

PAGES9 of 9

SUBJECT PROFILE · DOC 01 UNRESTRICTED

SUBJECT PROFILE

NAME ABDULREHMAN

LOCATION Punjab, Pakistan

CONTACT baigabdulrehman21@gmail.com · +92 312 6060450

ROLE AI / ML Engineer & Architect

ACTIVE SINCE 2021

PROFILE SUMMARY

4 years building production AI — multi-agent systems, MLOps pipelines, RAG architectures, and computer vision — for Fortune 500 clients and critical national infrastructure.

VERIFIED

OPERATION REPORT · DOC 02 UNRESTRICTED

DESIGNATION PRIMUS

CLIENT Avanceon / Octopus Digital Network

PERIOD Jan 2024 — Present

PRIORITY ■ CRITICAL

MISSION BRIEF

8-agent LangGraph orchestration system — autonomous data analysis for 20+ enterprise clients.

ASSETS DEPLOYED

LangGraph · Azure ADX · Pinecone · MongoDB · Redis · OpenAI · FastAPI

OUTCOMES

Query resolution: 4 hrs → 15 min
89% user satisfaction · 60% analyst workload cut
95% RAG accuracy · 75% hallucination reduction

IMPACT: CRITICAL

OPERATION REPORT · DOC 03 UNRESTRICTED

DESIGNATION SENTINEL

CLIENT Pakistan Army — MARI Energies

PERIOD 2024

PRIORITY ■ MAXIMUM

MISSION BRIEF

Full MLOps lifecycle for critical gas infrastructure — 100K+ daily sensor points, Digital Twin monitoring, 13 KPI predictions.

ASSETS DEPLOYED

XGBoost · MLflow · Docker · Kubernetes · Azure AKS · Grafana · FastAPI

OUTCOMES

40% downtime reduction · 30-day advance failure prediction
$500K saved annually · 15+ failures prevented
99.9% uptime · sub-50ms latency

DEPLOYED

OPERATION REPORT · DOC 04 UNRESTRICTED

DESIGNATION EAGLE EYE

CLIENT PepsiCo — Manufacturing QA

PERIOD 2024

PRIORITY ■ HIGH

MISSION BRIEF

YOLOv8 vision across 10+ production lines at 500+ FPS — Claude-powered AI agent for daily analytics reporting.

ASSETS DEPLOYED

YOLOv8 · TensorRT · Kafka · Redis · Claude API · FastAPI · OpenCV

OUTCOMES

98.5% detection accuracy · 3x inference speedup
85% less manual inspection · 10M+ frames/day
$50K inventory discrepancies caught monthly

IMPACT: HIGH

OPERATION REPORT · DOC 05 UNRESTRICTED

DESIGNATION OMNIBUS

A — ENTERPRISE RAG (OmniChat)

10K+ daily queries · 50K+ docs · hallucination 25% → 3% · 92% satisfaction

B — LENOVO AI CLOUD

100K+ monthly users · 15+ markets · 35% accuracy improvement

C — VOICE AI

Whisper → BERT → Claude → ElevenLabs · 70% calls automated · EN / ES / FR

ASSETS DEPLOYED

LangChain · Pinecone · OpenAI · Claude API · Azure · n8n · ElevenLabs · Whisper · GoHighLevel

DEPLOYED

TECHNICAL ASSETS MANIFEST · DOC 06 UNRESTRICTED

TECHNICAL ASSETS

LANGUAGESPython · JavaScript / TypeScript · C/C++ · SQL · Bash

ML / AITensorFlow · PyTorch · Scikit-learn · XGBoost · NeuralForecast · Hugging Face

GEN AILangChain · LangGraph · Claude · OpenAI · RAG · GraphRAG · MCP · Fine-Tuning

MLOPSDocker · Kubernetes · MLflow · Azure ML · GitHub Actions · Prometheus · Grafana

BACKENDFastAPI · Flask · Node.js · REST · WebSockets · Microservices

FRONTENDReact · Next.js · TypeScript · Tailwind CSS · Streamlit

DATABASESPostgreSQL · MongoDB · Redis · Pinecone · Qdrant · PgVector

CLOUDAzure (AI Studio, ML, ADX, AKS, DevOps) · AWS (SageMaker, Lambda, EC2) · GCP

VISIONYOLOv8 · OpenCV · MediaPipe · TensorRT · TensorFlow Lite

VOICE AIWhisper · ElevenLabs · Retell AI · Twilio · WebRTC

AUTOMATIONn8n · Make · Zapier · Kafka · Azure Data Factory

VERIFIED

ANNEX A — SUPPLEMENTARY OPERATIONS

HVAC OPTIMIZER

Dolmen Mall

Claude-powered chiller recommendations

25% energy savings

Azure ADX · Claude · Forecasting

ANOMALY PIPELINE

Enterprise

Real-time detection via Azure ADX + statistical correlation

60% false alarm reduction

Azure ADX · ETL · Statistics

SELF-TUNING FORECAST

Industrial

Auto seasonality detection + hyperparameter tuning

88% day-ahead accuracy

NeuralForecast · ML · Optuna

FINE-TUNED LLAMA

Research

LoRA fine-tuning for domain expert style emulation

10K+ training examples

Azure ML · LoRA · NLP

GESTURE RECOGNITION

Mobile App

Flutter + YOLOv8 on 80K+ images, Azure endpoint

30 FPS real-time

YOLOv8 · Flutter · Azure

VOICE AI AUTOMATION

10+ Businesses

Retell AI + n8n for bookings & lead qualification

5K+ interactions/month

Retell AI · n8n · GoHighLevel

DOC TRANSLATION

Freelance

PPT + InDesign processing with translation memory

10K+ slides · 70% cost reduction

OpenAI · PostgreSQL · Python

ECG ARRHYTHMIA

Research

PCA + wavelet transforms · ML arrhythmia classifier

94% accuracy

ML · Signal Processing · Python

CHILDREN'S BOOK AI

SaaS Platform

GPT-4 stories + illustrations + interactive reading

Full SaaS product

GPT-4 · Next.js · PostgreSQL

INTERVIEW PREP AI

Tool

AI question gen + answer eval + analytics

Claude-powered eval

Claude API · FastAPI · NLP

CONTENT AUTOMATION

Freelance

TTS + video gen + auto social posting pipeline

Fully automated pipeline

n8n · ElevenLabs · D-ID

SERVICE RECORD · DOC 08 UNRESTRICTED

SERVICE RECORD

EDUCATION

Bachelor of Science in Computer Science

FAST-NUCES · 2020 – 2024 · GPA: 3.33 / 4.0

CERTIFICATIONS

Anthropic Intro to MCP (Model Context Protocol)
Anthropic MCP — Advanced Topics
Anthropic Claude with Anthropic API
DeepLearning.AI LangChain for LLM Application Development
Microsoft Azure Azure AI Fundamentals

HONORS & AWARDS

FAST-NUCES Dean's List — Fall 2021, Spring 2024
Avanceon Outstanding Project Delivery — Industrial AI Systems (2024–2025)

DISTINGUISHED SERVICE

CONTACT · END OF FILE UNRESTRICTED

AVAILABLE FOR DEPLOYMENT

COMMUNICATION CHANNELS

EMAIL baigabdulrehman21@gmail.com

PHONE +92 312 6060450

LINKEDIN LinkedIn Profile

LOCATION Lahore ,Punjab, Pakistan

CV / RÉSUMÉ Download CV

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