Computer Science student at FAST-NUCES specializing in Generative AI, LLM applications, real-time Voice AI agents, and intelligent software architectures.
Experienced in building production-grade AI applications including Retrieval-Augmented Generation (RAG) systems, voice agents, and machine learning solutions using LangGraph, LangChain, FastAPI, React, and Python. Strong foundation in machine learning, backend engineering, and scalable software development.
from dataclasses import dataclass
from typing import List, Dict
@dataclass
class GenerativeAIEngineer:
name: str = "Muhammad Taha Nasir"
role: str = "Generative AI Engineer & Systems Architect"
education: str = "BS Computer Science @ FAST-NUCES (2023 - Present)"
leadership: str = "President @ FAST Innovation Club"
mindset: str = "Build scalable systems, not just standalone demos."
core_stack: Dict[str, List[str]] = None
def __post_init__(self) -> None:
self.core_stack = {
"ai_orchestration": ["LangGraph", "LangChain", "Pipecat", "LlamaIndex"],
"models_retrieval": ["PyTorch", "Hybrid RAG", "ChromaDB", "Re-Rankers"],
"backend_infra": ["Python", "FastAPI", "Django", "Docker", "gRPC", "Redis"]
}
def execute_pipeline(self, user_input: str) -> str:
"""Processes real-time audio/text through multi-agent DAGs & vector stores."""
voice_stream = self.stt_convert(user_input)
context = self.hybrid_rag_search(voice_stream, top_k=5)
agent_action = self.langgraph_agent.reason(context)
return self.tts_stream(agent_action)
def say_hi(self) -> None:
print("Salaam 👋! Welcome to my GitHub!")
me = GenerativeAIEngineer()
me.say_hi()| SYSTEM / ARCHITECTURE | CATEGORY & DOMAIN | HIGHLIGHTS & METRICS | STACK & LINKS |
|---|---|---|---|
| 🎙️ AI Dental Receptionist Real-Time Conversational Voice Agent |
VOICE AIAGENTIC |
• Sub-300ms speech latency • Automated clinic scheduling • STT → LLM → Tools → TTS |
Pipecat LangGraphWebRTC ChromaDBSource Code |
| 🚨 RescueAI Emergency Response Intelligence Platform |
AI / VOICELIVE DEMO |
• Real-time emergency routing • GPS-based SOS workflows • Async microservice backend |
FastAPI ReactLlama 3 TwilioLive Demo |
| 🧠 DeepFoundry Deep Learning Archive & PyTorch Masterclass |
RESEARCHOPEN SOURCE |
• 18-week masterwork curriculum • 98 standalone PyTorch modules • First-principles proofs |
PyTorch PythonTorch-GeometricExplore Masterclass |
| 🔍 VeriFlow Revenue Intelligence & Compliance Engine |
ANALYTICSFINTECH |
• $21M+ financial volume audited • 5,500+ transactions analyzed • 86 overcharge fraud cases caught |
Python PandasScikit-Learn FastAPISource Code |
| ⚡ ApexKV High-Performance Key-Value Cache Engine |
INFRASYSTEMS |
• Multi-threaded TCP socket handling • Redis-inspired architecture • Write-Ahead Logging (WAL) |
Java TCP SocketsTTL LRU EvictionSource Code |
| 📡 Genetron 5G Base Station Placement Optimizer |
EVOLUTIONARYALGORITHMS |
• NSGA-II multi-objective AI • Signal propagation modeling • 99.4% simulated coverage |
NSGA-II SciPyFastAPI ReactSource Code |
Ranked 86th in AsiaGIKI 2024Top Algorithmic Performance |
CodeJail ChampionshipNaSCon · FAST-NUCESIntense Solo Arena Competition |
FAST Problem SolvingCompetitive ProgrammingAlgorithmic Speed Optimization |
GenAI DeveloperApplication DeveloperGenerative AI Distinction |
- 🚀 Voice AI Engineering Intern @ Verxeon (2026): Sub-300ms AI voice agents,
LangGraphDAGs, Twilio & Google Calendar voice scheduling. - 🛡️ Enterprise Security Intern @ Central Depository Company of Pakistan (2026): Enterprise IAM governance, risk management & audit controls.
- 🔬 Software Engineering Intern @ NUSyS Lab · FAST-NUCES (2026): Built Student Society Management Module for NUtomate digital platform.
- 💻 Frontend Engineering Intern @ hwhelp.me (2025): Responsive UI components with HTML, CSS, JS, PHP & MySQL backend integration.
- 🤖 AI/ML Engineering Intern @ Advtrix (2025): ML pipelines, K-Means customer segmentation (40% effort reduction) &
MLflow. - 🎓 AI Software Engineering Fellow @ Headstarter AI (2024): Generative AI apps, RAG pipelines, FastAPI microservices & React.
- 🏆 Generative AI Application Developer (NCEAC-HEC & ULEF - Top Score Distinction: 96.04%)
- 🧠 Deep Learning Specialization (DeepLearning.AI)
- 📊 Machine Learning Specialization (Coursera / Stanford University)
- 🇵🇰 NAVTTC Artificial Intelligence Program (Government of Pakistan)
"The future belongs to those who learn more skills and combine them in creative ways." : Robert Greene
Made with 💻, ☕, and lots of curiosity in Karachi 🇵🇰