Agha Essa Khan
Full-Stack & Autonomous AI Engineer
Specializing in high-performance web platforms, multi-agent AI systems, and resilient distributed architectures with deterministic execution and clean code standards.
Bridging Scalable Web Engineering with Autonomous AI
I am a Full-Stack Software Engineer and AI Systems Developer specializing in architecting resilient, production-grade applications that unify modern web ecosystems (Next.js, React, Node.js, Laravel) with advanced machine intelligence and multi-agent workflows.
With an academic foundation as a Teaching Assistant at the University of Management and Technology (UMT), my work centers on deterministic performance, strict data integrity, and high-throughput reliability. From enterprise management portals equipped with multi-tier RBAC and 2FA to autonomous quantitative trading systems and published reverse engineering research, I build software designed to scale effortlessly in production.
AI & LLM Systems
RAG pipelines, LangChain, Google Gemini API, multi-agent frameworks, and structured context engines.
Full-Stack Platforms
Next.js, React, Node.js, Laravel (PHP), MySQL, MongoDB, PostgreSQL, and REST APIs.
Quantitative & Data
High-throughput WebSockets, real-time indicators (RSI, MACD), TA-Lib algorithms, and Streamlit dashboards.
Security & Networks
Reverse engineering research, Cisco multi-VLAN segmentation, ACL firewalls, and 2FA authentication.
Portfolio
Explore in-depth technical breakdowns across 6 modules
SentryTheta AI – Autonomous Options Trading Agent
2026Built an institutional-grade, multi-agent options trading desk bridging LLM market reasoning with deterministic mathematical risk control.
Hard-capped portfolio drawdowns at 3% and enabled sub-second decision cycle validation over 6,100+ tickers
Prevent reckless LLM hallucinations, emotional bias, and unhedged drawdowns in live options trading
Engineered a dual-tier framework pairing Gemini sentiment reasoning with a deterministic mathematical risk supervisor
AI Quant-Coder – Commercial Financial Analytics Platform
2026Built a commercial quantitative analytics platform integrating live WebSocket market streams with LLM intelligence for automated RSI/MACD indicators and sentiment synthesis.
Eliminated fragmented analysis across 4+ tools and automated quantitative report generation in under 30 seconds
Consolidate scattered technical indicators, streaming tick data, and LLM market intelligence into one intuitive real-time workspace
Engineered a high-performance Streamlit dashboard powered by AMD GPU Cloud, LangChain pipelines, and WebSocket feeds
Safa & Marwa – Enterprise Travel Management & Invoicing Portal
2025Engineered a decoupled commercial travel portal featuring multi-tier RBAC access control, automated financial invoicing ledgers, and booking workflows.
Reduced booking processing time from 40 minutes to under 4 minutes and completely eliminated reconciliation errors
Modernize paper-based flight/Umrah reservations, manual billing discrepancies, and fragmented agent coordination
Engineered a decoupled Laravel/MySQL portal with multi-tier RBAC, automated tax-compliant PDF ledgers, and booking engines
Nexuss Diagnostics – Multi-Tenant Laboratory Management System (LIMS)
2026Developed an enterprise multi-tenant LIMS covering sample accessioning, quality control audit trails, certified PDF lab report generation, and tenant isolation.
Reduced test turnaround reporting time by 65% while providing complete audit logging for every medical parameter modification
Overcome sample misidentification, delayed lab test turnaround, and HIPAA/ISO audit compliance in clinical diagnostics
Architected a multi-tenant laboratory system with strict tenant isolation, barcode/sample accessioning, and tamper-proof PDF generation
NOVA – Intelligent Voice Assistant Platform
2024Created a decoupled desktop voice automation platform with real-time speech recognition, task automation suite, custom command plugins, and modern GUI.
Executed 25+ automated desktop workflows completely hands-free with sub-800ms speech-to-intent latency
Build a responsive, zero-latency desktop assistant capable of executing system commands without cloud privacy leaks
Engineered a decoupled Python voice processing engine paired with a sleek CustomTkinter dashboard and extensible plugin framework
Face Mask Compliance Computer Vision System
2025Engineered a real-time computer vision classifier for live stream mask compliance monitoring with bounding box alerts.
Achieved 97.4% test accuracy with 30+ FPS real-time bounding box annotations on standard webcam feeds
Detect mask adherence in real-time video streams under varying lighting, partial occlusion, and angles
Trained a deep CNN classifier with TensorFlow/Keras integrated into an optimized OpenCV video processing loop
AI Academic Information Extraction & NLP Pipeline
2026Built an enterprise NLP data extraction pipeline to convert unstructured scientific abstracts into structured database records with ML model benchmarking.
Automated extraction across hundreds of scientific abstracts with comprehensive Precision, Recall, and F1-score evaluation
Extract key research findings, methodologies, and quantitative metrics from thousands of dense academic papers
Built an automated NLP information extraction pipeline with systematic benchmarking across classical ML models
Additional & Auxiliary Projects (3)
Professional Experience
Engineering track record across production software systems, autonomous AI architectures, academic teaching, and research.
Software Engineer
Working as a full-stack software engineer focusing on building scalable, high-performance, and secure web applications.
Key Deliverables & Responsibilities:
- ▸Developing robust front-end and back-end architectures utilizing Next.js, React, and Node.js.
- ▸Implementing secure authentication routes, including Two-Factor Authentication (2FA) for enhanced data protection.
- ▸Managing database schemas and optimizing complex query performance using MongoDB and PostgreSQL.
- ▸Collaborating actively with cross-functional engineering teams to build, test, and deploy production-ready full-stack features.
Full Stack Engineer
Providing custom full-stack web engineering services to international clients, building scalable business solutions, ERPs, and management portals.
Key Deliverables & Responsibilities:
- ▸Designing and deploying comprehensive commercial systems such as ERP/CRM platforms, travel agency management portals (Safa & Marwa), and Laboratory Information Management Systems (Nexuss Diagnostics LIMS).
- ▸Developing dynamic, responsive interfaces and secure back-end architectures using Laravel, PHP, MySQL, and Tailwind CSS.
- ▸Implementing multi-tier role-based access control (RBAC), automated PDF invoicing workflows, and real-time system notifications.
- ▸Delivering high-quality, clean code strictly tailored to custom client business requirements.
AI Developer — AMD Developer Hackathon: ACT II
Participated in and placed as a finalist in the international AMD Developer Hackathon: ACT II, building AI agents and high-performance AI applications.
Key Deliverables & Responsibilities:
- ▸Gained hands-on experience with AMD GPU Cloud compute for AI development, experimentation, and model-based workloads.
- ▸Worked with state-of-the-art LLM architectures including Mistral AI, LLaMA 3.2, Alpaca, Gemini AI, and GPT-4o.
- ▸Engineered and submitted AI Quant-Coder — an AI-powered financial quantitative analysis dashboard.
NLP / Machine Learning Developer
Built an NLP-based information extraction system to parse academic data from scientific research abstracts.
Key Deliverables & Responsibilities:
- ▸Engineered an NLP parsing pipeline to transform unstructured research text into structured database records.
- ▸Evaluated and benchmarked multiple machine learning models using Precision, Recall, and F1-score performance metrics with Python and scikit-learn.
Teaching Assistant
Mentored undergraduate computer science students in core programming fundamentals, object-oriented software engineering paradigms, and practical laboratory sessions.
Key Deliverables & Responsibilities:
- ▸Mentored 30+ students in Programming Fundamentals and OOP courses; led 15+ comprehensive lab sessions.
- ▸Supported laboratory practicals, debugging, and code reviews in C#, C++, Python, and SQL.
- ▸Assisted faculty in designing coding assessments, lab manuals, and evaluating student programming tasks.
Scientific Research & Publication
Investigating the legal, ethical, and jurisdictional boundaries of software reverse engineering within international security frameworks.
Ethical and Legal Considerations in Reverse Engineering: A Comprehensive Analysis
Agha Essa Khan, Mushaim Aftab, Muhammad Siddique, Muhammad Abdullah
Software reverse engineering is essential to vulnerability assessment and system interoperability, but exists in a large gray area of the law. We have thoroughly examined the legal frameworks of various jurisdictions and discovered that more than 70 per cent of security professionals are not certain about legal boundaries...
Certificates & Achievements
Let's Build Something Amazing
Rapid Deployment
Enterprise MVP to production in 4-6 weeks with clean architectures and deterministic performance.
Strategic Partnership
Technology decisions, 2FA data security, and scalable cloud designs that drive business growth.
Full-Stack & AI Expertise
Architecture to deployment, autonomous AI agents, multi-agent RAG pipelines, and modern UIs.
Get In Touch
I'm currently available for new projects and would love to hear about your vision. Whether you need a technical co-founder, lead developer, or strategic consultant, let's explore how we can collaborate.
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