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AI Full Stack Engineer with 3+ years in Generative AI, MLOps & Real-time Voice Agents
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI Full Stack Engineer with 3+ years of experience designing, building, and deploying production-grade Generative AI applications, real-time voice AI agents, and scalable full-stack systems. Expert in Python (FastAPI, Flask), React, and AWS (EC2, S3, ECS, Lambda, SQS), with deep hands-on experience in Retrieval-Augmented Generation (RAG), LangChain, LLM integration, vector databases, prompt engineering, and multi-agent systems. Proven record of shipping end-to-end AI products covering API and data pipeline design, frontend dashboards, Docker-based CI/CD deployment, and custom MCP server development.
GIFT University
Bachelor of Science · Computer Science
August 1, 2020 – June 30, 2024
Multiple Clients (Ember AI, JobsNova)
Freelance Software Engineer (Backend & Automation)
December 1, 2025 – April 1, 2026
India
SellAgent AI
AI Full Stack Engineer
February 1, 2025 – December 1, 2025
Milpitas, California, United States
Ilm O Irfan Technologies
AI Engineering Intern
July 1, 2024 – August 1, 2024
India
Softtik Technologies
AI Full Stack Engineer
January 1, 2024 – December 1, 2025
Lahore, Punjab, Pakistan
HealthHive: Medical RAG Chatbot
August 1, 2024 – August 1, 2024
Built an AI medical assistant using RAG over PubMed and Google Search for real-time, cited health answers, with privacy-first session-only chat history.
Voice-to-Voice AI Chatbot
August 1, 2024 – August 1, 2024
Created a real-time voice pipeline: Whisper speech-to-text, Llama conversational logic via Groq, and gTTS audio responses in a Gradio interface.
View ProjectUni-Trade: University Marketplace App (Final Year Project)
December 1, 2023 – September 1, 2024
Developed a secure mobile marketplace with .edu.pk email verification, real-time bidding, ML-based recommendations, and NLP hate-speech detection for in-app chat.
View ProjectTeam Lead, Trae AI Zero Limits Hackathon
Unknown
January 1, 2025 – Present
Raise Your Hack
LabLab AI
January 1, 2025 – Present
2nd Place, Edge Runners 3.2 Hackathon
LabLab AI
January 1, 2024 – Present
3rd Place, Codestral Hackathon
LabLab AI
January 1, 2024 – Present
AI Agents Hackathon
LabLab AI
January 1, 2024 – Present
1st Place, Custom GPTs 48-Hour Hackathon
LabLab AI
January 1, 2023 – Present
Ranked 26th nationwide on Pakistan's Advent of Code leaderboard
Advent of Code
January 1, 2023 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, including academic, personal, and professional AI applications, demonstrates a strong passion for the field and a continuous learning mindset. Their experience across various companies (freelance, full-time, internship) and participation in numerous hackathons indicate adaptability and a drive for innovation, which are positive indicators for cultural fit in a dynamic AI environment. The focus on end-to-end product development and ownership aligns well with a results-oriented culture.
Soft Skills & Operational Fit
The candidate's project descriptions and professional experience highlight a strong ability to take ownership of infrastructure and deployment, indicating a proactive and responsible operational fit. Their involvement in hackathons and team lead roles suggests good collaboration and problem-solving skills under pressure. The detailed descriptions of complex AI systems imply strong analytical and communication skills in a technical context.