Motivated and detail-oriented Computer Science graduate with hands-on industry experience in full-stack development and applied artificial intelligence. Specialized in building intelligent systems using machine learning, deep learning, large language models, and Agentic AI, alongside developing scalable applications with .NET, Angular, RESTful APIs, and PostgreSQL. Experienced in research-funded projects and real-world deployments, with a proven ability to translate complex technical ideas into practical solutions. A fast learner with strong analytical thinking and collaboration skills, eager to contribute to innovative, research-driven, and impact-focused technology teams.
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$ init portfolio --mode production > scanning impact projects... done > loading LLM + Full Stack profile... done > rendering recruiter-ready experience... done status: READY role: AI Engineer / Full-Stack Developer focus: Agentic AI, .NET, Angular, FastAPI, Azure
Profile
About
A blend of research rigor, engineering discipline, and product-first thinking.
Capabilities
Skills
A practical stack across AI, backend systems, cloud, and full-stack delivery.
Languages
Python95%
C# (.NET)90%
C++84%
AI & Machine Learning
LLMs, Agents, RAG94%
Deep Learning88%
Prompt Engineering92%
Frameworks & Platforms
FastAPI, Flask, Angular90%
Azure, Azure ML, AI Foundry89%
TensorFlow, Scikit-learn87%
Databases & Tools
PostgreSQL, MySQL, SQLite90%
RESTful API Design91%
GitHub, CI/CD Workflows86%
Journey
Experience Timeline
Progressive responsibility across enterprise engineering, applied AI, and research deployments.
Oct 2025 - Present
FullStack Developer (OnSite)
DPL
OnSite
- • Developing enterprise-level FinTech applications with .NET and Angular, including RESTful APIs and PostgreSQL integration for high reliability and secure performance.
- • Contributing to deployment and maintenance workflows to ensure application stability, security hardening, and production readiness.
- • Building an AI-powered natural language interface for database interactions, reducing manual SQL usage and enabling non-technical users to retrieve data via plain English.
Apr 2025 - Sep 2025
Junior AI Engineer (Hybrid)
Codifica Inc.
Hybrid
- • Designed and deployed intelligent voice-based AI agents across healthcare, finance, retail, and marketing, reducing manual effort by over 60%.
- • Implemented and optimized FastAPI architectures integrated with LLMs and MCP tools to improve system efficiency and scalability.
- • Collaborated with cross-functional teams to prototype and launch AI-driven solutions that improved product performance and automation speed.
Oct 2024 - Apr 2025
AI/Machine Learning Research Assistant (Remote)
Oman Education and IT Ministry (Research Funded)
Remote
- • Automated HR tasks and data queries through an LLM-powered virtual assistant, improving efficiency over the previous global system by 3%.
- • Implemented a hybrid RAG intelligent document system tested on 1000+ documents and 50+ webpages, improving retrieval accuracy by 2%.
- • Developed a sales forecasting module using 7 years of historical data (~500K rows), achieving 97% accuracy.
Jan 2024 - Sep 2025
Microsoft Learn Student Ambassador (BETA)
Microsoft
Remote/Online
- • Led 20+ webinars and training sessions on Azure and AI technologies, benefiting 800+ students and professionals.
- • Co-led the MLSA UET Taxila Chapter and helped increase local event engagement by 30%.
- • Built practical expertise in Azure services, deployment with Azure ML Studio, and AI solution delivery.
Jun 2024 - Sep 2024
Machine Learning / Deep Learning Intern
Bytewise Limited
Remote/Online
- • Implemented and compared multiple ML and DL algorithms across 10+ datasets to optimize predictive performance.
- • Delivered 5+ hands-on AI projects using Scikit-learn and Azure AI Foundry in real-world scenarios.
- • Collaborated with 5+ ML engineers and domain experts to improve model quality and deployment outcomes.
Proof Of Work
Projects
Each project includes a clear problem statement, engineered solution, technology choices, and measurable outcome.
Visual Bake
AIProblem
Cake design workflows were slow, inconsistent, and highly dependent on manual creative interpretation.
Solution
Built an AI-powered cake design generator using LangChain and GPT-4 Omni with modular prompt pipelines, Stable Diffusion enhancements, and real-time 3D customization.
Tech Stack
LangChainGPT-4 OmniStable Diffusion3D VisualizationPython
Impact
Boosted customer satisfaction by 40% and reduced design inconsistencies by 30%.
Click card to open GitHub.
AI-Based Database Query Agent
Full StackProblem
Business users struggled to extract insights from relational databases without writing SQL.
Solution
Engineered a schema-aware natural language database agent that translates user intent into optimized and policy-aware queries for real-time analysis.
Tech Stack
FastAPILLMsPostgreSQLPrompt EngineeringREST APIs
Impact
Enabled non-technical users to retrieve and analyze structured data in real time with reduced analyst dependency.
Click card to open GitHub.
Ares - Autonomous AI Engineering System
ResearchProblem
Software teams spend significant sprint time on repetitive planning, implementation, and verification cycles.
Solution
Designed an open-source multi-agent engineering system that analyzes codebases and business requirements, then autonomously plans, implements, tests, and validates features in isolated branches.
Tech Stack
Agentic AIGit AutomationTest PipelinesCode AnalysisPython
Impact
Reduced manual intervention in sprint-level development through closed-loop planning, coding, testing, and recovery workflows.
Click card to open GitHub.
AdvanHR
ResearchProblem
Large-scale HR and enterprise knowledge processes were slow, manually intensive, and difficult for employees to query effectively.
Solution
Delivered an LLM-driven HR assistant with RAG-based document intelligence, sales forecasting from 7 years of historical data, and an Azure-powered self-service chatbot for operational support.
Tech Stack
GPT-4oAzure Cognitive SearchRAGSemantic SearchAzureMachine Learning
Impact
Improved HR query efficiency by 3%, improved retrieval accuracy by 2% on 1000+ documents and 50+ web pages, and achieved 97% sales forecasting accuracy.
Click card to open GitHub.
Vissa Assist CRM
Full StackProblem
Visa and immigration service workflows were fragmented across lead handling, contracts, finance, and documentation, causing delays and inconsistency.
Solution
Built a comprehensive CRM platform that unifies lead generation, sales, operations, finance, and admin workflows with AI chatbot support and Gemini-powered drafting automation.
Tech Stack
CRMAI ChatbotGeminiWorkflow AutomationFull Stack
Impact
Created a single efficient operating system for visa services that improved client interaction quality and reduced manual drafting effort.
Click card to open GitHub.
Credentials
Certifications
Selected certifications and recognitions.
Cloud Skill Challenge Host
Microsoft / Community
Microsoft Learn Student Ambassador (BETA)
Microsoft
Research
Publication
Published work demonstrating applied AI research translated into deployable systems.
IEEE Published
AzureIQ-RAG: "Hybrid RAG System for Automated Information Retrieval and Semantic Query Answering Using Azure AI."
Publisher: IEEE
Developed an AI-powered hybrid RAG system integrating Azure OpenAI and Cognitive Search to automate information extraction and semantic question-answering from PDF, DOCX, TXT documents, and websites with session-based memory.
Achieved 94.77% accuracy on 950+ documents and 75.22% accuracy on 50+ websites.
View Research PaperRecognition
Honors & Awards
Complete highlights aligned with LinkedIn honors and awards.
POF Merit Scholarship
Issued by Pakistan Ordnance Factories · Sep 2024
Associated with University of Engineering and Technology, Taxila
Secured 8th position in the top 10 students whose parents are working in POF. Scholarship awarded on the basis of 2nd year BS Computer Science result.
![Ideathon Participant [BizDesk] media](/images/awards/hackathon.svg)
Ideathon Participant [BizDesk]
Issued by MLSA UET Taxila · Aug 2024
Associated with Microsoft Learn Student Ambassadors UET Taxila
Participated as an Ideathon participant in BizDesk under MLSA UET Taxila activities.
Hackathon Participant
Issued by Capital University of Science and Technology, Islamabad · Jun 2024
Associated with University of Engineering and Technology, Taxila
Participated as a hackathon contestant with practical product/problem-solving engagement.
Technical Quiz RunnersUp
Issued by University of Wah · Jun 2024
Associated with University of Engineering and Technology, Taxila
Recognized as runners-up in a technical quiz competition.
CO-LEAD MLSA-UETTAXILA
Issued by MLSA-UETTAXILA · May 2024
Associated with University of Engineering and Technology, Taxila
Served as Co-Lead for the MLSA UET Taxila chapter, supporting planning and community execution.
Machine Learning Head at TRACS Society
Issued by Taxilian Robotics and Automation Club · May 2024
Associated with Taxilians Robotics and Automation Club
Led machine learning initiatives and technical direction for society activities.
BTL Ambassador Award
Issued by UET Media Club · Apr 2024
Associated with University of Engineering and Technology, Taxila
Ambassador award for the all Pakistan media competition 'BEHIND THE LENSE' held at UET Taxila.
Capital Youth Expo 2023 Talent Tribute Winner
Issued by Capital Youth Expo 2023 Pakistan · Nov 2023
Associated with University of Engineering and Technology, Taxila
Received a Talent Tribute shield awarded on the basis of CGPA.
Cricket Runners-up UET Taxila Sports Week 2022, 2023
Issued by University of Engineering and Technology, Taxila · Mar 2023
Associated with University of Engineering and Technology, Taxila
Consecutively two years runners-up in the cricket tournament held during UET Taxila sports week (2022, 2023).
POF Merit Scholarship
Issued by Pakistan Ordnance Factories · Nov 2022
Associated with University of Engineering and Technology, Taxila
Secured 5th position in the top 10 students whose parents are working in POF. Scholarship awarded on the basis of 1st year BS Computer Science result.
POF Merit Scholarship
Issued by Pakistan Ordnance Factory · Sep 2019
Associated with FG Public School Wah Cantt
Selected in top 100 POF merit scholarship recipients and secured 56th position.
Contact
Let’s Build Something Impactful
Open to AI engineering, full-stack development, and research-driven opportunities.
Direct Details
Wah Cantt, Pakistan
+92-343-5412648
hamzaiftikhar135@gmail.com