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sumeedkanwar/README.md

Sumeed Jawad Kanwar

Software Engineer | AI/ML | Full-Stack Development

Building AI-powered products, intelligent backend systems, and scalable web applications.


About

Software Engineering graduate from FAST NUCES Islamabad focused on AI/ML and full-stack engineering.

I've built and shipped projects involving LLMs, RAG pipelines, conversational AI, speech analysis, NLP, automation, and full-stack web applications.

I enjoy working across the stack — from designing AI workflows and backend services to building the interfaces and infrastructure around them.

Currently focused on: LLM applications · RAG · AI agents · Voice AI · Backend Engineering


Technical Stack

AI / Generative AI LLMs · RAG · Prompt Engineering · NLP · ASR · Hugging Face · OpenAI API · Vector Databases

Backend Python · FastAPI · Flask · Node.js · REST APIs · WebSockets

Frontend React.js · JavaScript · HTML5 · CSS3 · Tailwind CSS

Data PostgreSQL · MongoDB · MySQL · Redis · Vector Databases

Infrastructure Docker · Kubernetes · Jenkins · AWS · Linux · Git


Featured Work

ORICALO

Urdu-Native Voice Agent for Real Estate

End-to-end conversational AI platform built for real-estate marketing in Pakistan.

  • Urdu voice interaction using ASR + LLM
  • Context-aware property retrieval using RAG + vector search
  • ML-based property price prediction
  • Backend for property ingestion, indexing, recommendations, and lead management

Python ASR LLM RAG Vector DB ML


PlacementPrep AI

AI Interview Simulation Platform

AI-powered interview platform that turns a candidate's resume and company information into personalized interview sessions.

  • Personalized interview generation using LLMs + RAG
  • Real-time speech analysis for filler words, pacing, tone, and fluency
  • AI-generated feedback and answer scoring
  • Interactive progress dashboard

Python FastAPI React LLM RAG WebSockets PostgreSQL


LEAP

LinkedIn Enhancement & Advancement Platform

AI-powered platform for improving professional profiles and resumes.

  • Integrated OpenAI API for profile analysis and content generation
  • Automated skill recommendations and profile summaries
  • Full-stack architecture with authentication and dashboards
  • Designed around modular services for scalability

React Node.js OpenAI API Microservices


MAILLow

AI Cold Email Outreach System

Automated lead-generation and outreach platform designed to eliminate repetitive manual prospecting.

  • Automated lead discovery and scraping
  • Personalized outreach generation
  • Automated SMTP delivery
  • Integrated CRM workflow
  • Processed 500+ prospects and reduced manual outreach effort by 80%

Python Flask Web Scraping SMTP CRM


AIO

Restaurant Table-Side AI Assistant

🏆 1st Place — AIO Hackathon 2023

NLP-powered restaurant chatbot capable of understanding customer requests and dynamically retrieving menu information.

  • 87% intent classification accuracy
  • Live menu API integration
  • Real-time customer assistance

Python NLP Classification REST API


Experience

PTCL Group · Summer Spark Intern — BSS & OSS Services Jul 2025 – Aug 2025

Selected for PTCL's competitive SummerSpark program and embedded within the Technology function.

Worked with OSS/BSS systems, IPv6 enablement, and enterprise-scale NOC operations.

Boldrack Studios · Software Engineer Intern Jul 2024

Built client-facing React applications, integrated Stripe payments, and developed AI chatbots using classification models.


Education

FAST National University of Computer & Emerging Sciences B.S. Software Engineering · 2022–2026 · Islamabad, Pakistan


Interested in building useful software with AI.

Let's connect →

Pinned Loading

  1. PlacementPrep-AI PlacementPrep-AI Public

    Python

  2. abdulrafayoc/ORICALO abdulrafayoc/ORICALO Public

    HTML 3

  3. abdulrafayoc/LEAP abdulrafayoc/LEAP Public

    JavaScript 1 1