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👋 Hello, I'm

Muhammad Asif Umar

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I build AI for real-world impact — emergency-response systems, speech AI for low-resource languages like Pashto, LLM & RAG applications, computer vision and production FastAPI backends that support sustainable development goals.

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Muhammad Asif Umar — AI Engineer
LLMs & RAG
Pashto Speech AI
IoT Systems
Who I Am

About Me

AI Engineer specializing in machine learning, NLP and data analytics, with a strong focus on leveraging technology for social impact and public infrastructure. Recent Computer Science graduate (AI Specialization) from UET Mardan with a CGPA of 3.45/4.00.

I've developed an AI-driven emergency response system (Rescue 1122), educational technology at Sukrat.ai, and renewable-energy digital products — combining AI innovation, systems transformation and full-stack development to support sustainable development goals.

Focus Areas

  • LLM Applications — RAG pipelines, Agents, Prompt Engineering
  • Speech AI — acoustic deep learning for low-resource languages (Pashto)
  • Computer Vision — YOLOv8 detection, facial recognition, edge deployment
  • Full-Stack & IoT — FastAPI/Flask/Laravel backends, Arduino & ESP32 telemetry
0 AI & Full-Stack Projects
0 FYP Detection Accuracy
0 CGPA / 4.00
0 Merit Scholarships
My Toolbox

Skills & Expertise

LLMs & NLP

OpenAI GPT-4LangChainRAG Hugging FacePrompt EngineeringNLP

Speech & Audio AI

Acoustic ProcessingASRLow-Resource Languages PashtoFake Call DetectionDeep Learning

Machine Learning

PyTorchTensorFlowscikit-learn CNNsData AnalyticsData Governance

Computer Vision

YOLOv8OpenCVObject Detection Facial RecognitionEdge AIRoboflow

Full-Stack & Backend

PythonFastAPIFlask PHP (Laravel)JavaScript (React)REST APIs

IoT & Systems

ArduinoESP32GSM/GPS Telemetry Biometric SystemsDockerLinux

Core Proficiency

Python95%
Machine Learning / Deep Learning90%
FastAPI / Flask / Backend88%
LLMs / RAG / NLP85%
Speech & Acoustic AI85%
Computer Vision (YOLO / OpenCV)82%
Career Path

Work Experience

Jan 2026 — Jul 2026

Product Development & AI Engineering Intern

Sukrat.ai

  • Contributed to AI-driven EdTech product development, optimizing LLM feature integrations and FastAPI backends for educational platforms.
  • Assisted in integrating machine-learning pipelines and maintained robust, state-managed architectures for digital product features.
  • Collaborated with cross-functional teams to test, refine and deploy AI solutions that enhanced end-user digital literacy and engagement.
2025 — Present

AI & Full-Stack Developer

Freelance — Fiverr (International Clients)

  • Delivered end-to-end machine-learning pipelines, custom automation scripts and REST API integrations for international clients.
  • Owned projects from requirements gathering through deployment across AI, backend and hosting workflows.
Portfolio

Featured Projects

UNIT-07 · ETA 4 min
FYP IoT + Speech AI

AI Emergency Response & Telemetry System (Rescue 1122)

Co-developed an emergency-response platform integrating IoT tracking hardware (Arduino, ESP32, GPS/GSM) to optimize dispatch logistics — plus an acoustic deep-learning pipeline for low-resource Pashto audio enabling real-time fake-call detection at 82% test accuracy.

ArduinoESP32GPS/GSM Pashto ASRDeep LearningTelemetry
Code Demo
"Summarize the refund policy from section 4.2"
Refunds are processed within 14 days of a verified request...📄 policy.pdf · p.12
LLM · RAG

RAG Knowledge Assistant

Retrieval-Augmented Generation system that ingests PDFs & documents into a vector store and answers questions with cited sources — served through a FastAPI backend with streaming responses.

LangChainGPT-4PineconeFastAPIPython
Code Demo
STT → LLM → TTS · Live
AI Voice

AI Voice Agent

Real-time conversational voice agent — Whisper STT → GPT-4 reasoning with function calling → neural TTS. Sub-second latency, interruption handling and multi-turn memory.

WhisperGPT-4Neural TTSWebSocketsFastAPI
Code Demo
Crop 0.97
Weed 0.94
YOLOv8

Weed Detection Model

Precision-agriculture detector fine-tuned on field imagery to separate weeds from crops in real time — optimized for edge deployment on low-power devices.

YOLOv8PyTorchOpenCVRoboflowEdge AI
Code Demo
✓ ACCESS GRANTED Security

Dual-Factor Biometric Campus Security

Strict access-control and web-based parking security management application using real-time facial recognition combined with fingerprint authentication.

OpenCVFacial RecognitionFingerprintFlaskReal-Time
Code Demo
☀️
Solar Panel
PKR 12k
🔋
Battery
PKR 30k
💡
Inverter
PKR 18k
E-commerce

SolarCo — Renewable Energy Platform

Full-stack e-commerce web platform for renewable-energy products featuring comprehensive inventory management, order processing and an admin dashboard.

PHP (Laravel)ReactMySQLInventory SystemOrders
Code Demo
@app.post("/api/v1/predict")
async def predict(payload: Schema):
   return model.infer(payload)
200 OK · 12 ms · JWT ✓ · rate-limited
Backend

FastAPI Microservices Suite

Production-grade async REST APIs with JWT auth, rate limiting, background jobs, auto Swagger docs and Dockerized CI/CD deployment.

FastAPIDockerJWTCeleryPostgreSQL
Code Demo
Background

Education, Research & Awards

Education

BS Computer Science — AI Specialization

UET Mardan

Sep 2022 — Jun 2026

CGPA: 3.45 / 4.00 · Dean's List for Academic Excellence

Certifications & Languages

  • 144-Hour Training Program in AI & Machine Learning (Jul 2026)
  • English — Professional
  • Pashto — Native · Urdu — Fluent
  • German — Beginner

Research & Awards

  • Co-authored manuscripts on acoustic deep learning for Pashto speech processing & fake emergency-call detection (submitted Jun 2026)
  • Poster Presenter — 51st Int'l Nathiagali Summer College, National Center for Physics (Jul 2026)
  • PM's Laptop Scheme Awardee · Dean's List · 3× Merit Scholarship Winner
Get In Touch

Contact Me

Available Globally · Remote-Ready

Phone / WhatsApp

+92 319 9255568