Karachi, Pakistan · Available for work

Daniya
Sohail

AI / ML Engineer
& Full Stack Developer

I build applied ML systems, model evaluation pipelines, and turn experiments into tools people can actually use. MERN stack at my core — intelligence embedded by design.

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About

Developer at the intersection of
full-stack web and practical AI.

With the MERN stack as my core toolkit, I build responsive apps that not only look good but actually solve real user problems. I shape well-structured APIs with Node.js and Express, and craft React interfaces that feel natural to use.

On the AI side, I work with TensorFlow and PyTorch to embed intelligence into products — NLP-driven features and data-backed predictions that make systems feel smarter, not just flashier. Right now I'm diving into agentic workflows with n8n and exploring how low-code automation and AI can work together.

Currently in my 7th semester at NED University of Engineering and Technology, Karachi. CGPA: 3.861.

Education

NED University of Engineering & Technology

BSE · 7th Semester · CGPA 3.861

Currently exploring

Agentic AI workflows · LLMs · RAG · Cloud deployment

Languages

English · Urdu · Chinese (Elementary)

Societies

IEEE-SB NEDUET · IEEE Power & Energy Society

GitHub ↗ LinkedIn ↗ Email ↗

Experience

MazikGlobal Pakistan

Core Developer

Jun 2025 – Aug 2025 Internship
  • Built a Customer Ticketing System using Microsoft Power Platform, improving ticket resolution times.
  • Integrated Canvas App with unified customer view: login, AI chatbot, feedback, notifications, FAQs, and ticket management.
  • Developed a Model Driven App for admins: ticket resolutions, urgency insights, SLA configuration.
  • Implemented Power Automate flows for auto-assignment, routing, deduplication, and deadline handling.
  • Created interactive Power BI dashboards to visualize ticket metrics and enable data-driven decisions.

Neurocomputation Lab — NEDUET

MERN Stack Intern

Sep 2024 – Nov 2024 Internship
  • Improved front-end and back-end of Instrux, an energy analytics platform for household electricity monitoring.
  • Built dynamic data visualizations for energy usage trends, helping users identify cost-saving opportunities.
  • Strengthened authentication via session token management to prevent unauthorized access.
  • Optimized data handling logic, reducing load times and improving graph rendering for large datasets.

OctaNet Software Services

Python Intern

Sep 2023 – Oct 2023 Internship
  • Built a desktop ATM interface using PyQt5 with secure login via user ID and PIN.
  • Added core banking features: balance check, withdrawals, deposits, and transfers.
  • Implemented transaction history view to help users track activity.

Projects

Full Stack · AI/ML

SolarOps

Solar power management platform optimizing grid placement using 21+ environmental parameters including solar elevation and weather data.

TensorFlowLeaflet.jsNLPOpenCageVercel
Blockchain · Full Stack

EventLedger

Decentralized event ticketing platform built on Ethereum with NFT-based tickets, smart contracts via Remix, and IPFS validation.

EthereumSolidityMERN Stack
AI / ML

Virtual Radiologist

AI-driven disease detection for pneumonia and tuberculosis using VGG16 and CNN models trained on large chest X-ray datasets.

PythonVGG16CNNTensorFlow
Full Stack

Complaint Tracking Platform

Web app for managing citizen complaints with role-based dashboards for citizens, administrators, and officers.

ReactNode.jsExpressMySQL
ML / Data Science

Stock Price Prediction

Predictive model forecasting stock prices on a 162k+ record dataset (2001-2022) using PCA dimensionality reduction.

PythonSklearnPCAStreamlit
Full Stack

Online Class Marker System

Automated attendance and analytics system for virtual classrooms featuring real-time participation tracking and instructor dashboards.

ReactNode.jsMongoDB
Simulation · ML

Data Center Thermal Stability

Thermal distribution simulation for server racks providing predictive cooling recommendations based on airflow and load parameters.

PythonNumPyMatplotlib

Skills & Recognition

Languages
PythonJavaScriptTypeScriptC++SQL
Web Development
React.jsNode.jsExpress.jsMongoDBPostgreSQLMySQLOracleDjangoNext.jsFastAPI
AI & Data Science
TensorFlowPyTorchScikit-learnDeep LearningNLPExploratory Data AnalysisPredictive Analyticsn8n
Tools & Platforms
FigmaGitGitHubKatalonMicrosoft Power PlatformPower BIPower AutomateVercelRailway
Networking & Systems
Linux AdministrationCisco Packet TracerMininet TopologiesONOS Controller
Concepts
DSAOperating SystemsDBMSRequirements EngineeringQuality EngineeringSoftware Architecture

Awards & Scholarships

  • Winner — Mega Hackathon

    MegaHackLeague

  • 2nd Runner Up — Codesphere Hackathon

    Inter Campus Hackathon

  • Ocksket Scholarship

    NEDUET

  • Gold Badge — Python

    HackerRank

  • Maryam Faruqi Scholarship

    Happy Home High School

  • SMEC'26 FYP Pitch Runner-Up

    Sir Syed University

  • First Place at Tech Tank Probattle'26

    IBA

  • Winner at AI Preneur’26

    Fatimiyah College

  • Winners at Indus AI week

    Sindh IT Company

  • First Runner-Up for Startup Showdown at Procom'26

    FAST-NUCES

  • First Runner-Up for FYP Extreme at Procom'26

    FAST-NUCES

Certifications

Supervised Machine Learning: Regression & Classification — Coursera

Crash Course on Python — Coursera

Contact

Let's build something
worth talking about.

Open to internships, freelance projects, and full-time roles. If you're working on something interesting in AI, ML, or full-stack — reach out.

daniya.shm2022@gmail.com
LinkedIn ↗ GitHub ↗
Location

Karachi, Pakistan · +92-336-1986801