Advancing AI/ML Research & Innovation
Computer Engineer

Aastha Paudel

Dedicated AI & Machine Learning Researcher specializing in Natural Language Processing and Data Science. Enhancing the landscape of Retrieval-Augmented Generation (RAG) and Large Language Models to drive scholarly and industrial innovation.

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Research & Conference

Research Contributions

IEEE ICTP 2026
MAIN AUTHOR & PRESENTER

Analyzing Conversational LLMs for Nepali Municipal Services: A Comparative Study of Retrieval-Augmented and Fine-Tuned Approaches

Presented at the IEEE International Conference on ICT and Photonics (ICTP 2026), this study investigates the efficacy of Generative Artificial Intelligence within low-resource linguistic frameworks. The research provides a foundational framework for deploying scalable AI solutions in the public sector.

The investigation conducts a rigorous comparative assessment between Retrieval-Augmented Generation (RAG) and Supervised Fine-tuning (SFT). Experimental results analyze response fidelity, contextual grounding, and computational feasibility, specifically tailored for the complexities of Nepali Municipal Service delivery.

Publication Status: Forthcoming
Portfolio

Research Engineering & Applied AI

Industrial Experience

LMS & Education Tech

EduPath – Learning Management System

Investigated scalable Knowledge Delivery Architectures for structured digital education. Developed Zoom-integrated pedagogical workflows and secure PDF-based distribution heuristics for optimized learning paths.

System Architecture Knowledge Delivery API Ecosystems Scalable Pedagogy
Multi-Service Platform

KaamSansar – Ecosystem Modeling

Modeled a comprehensive digital ecosystem for multi-service discovery, including job matching and predictive horoscope analysis. Researched modular architectural patterns for secure, multi-tenant digital environments.

Ecosystem Modeling Modular Frameworks Discovery Engines
Governance & Compliance

GRC Management System

An enterprise-grade platform incorporating Audit Management, Asset Management, and Compliance Tracking. Features risk assessment workflows, real-time dashboards, and structured reporting.

Audit Lifecycle Risk Assessment Reporting
ITAM & Service Mgmt

TechAsset Management System

A technology asset management solution with automated asset discovery (FQDN/IP-based), centralized inventory, and an integrated ticket management system for improved IT visibility.

Automated Discovery Lifecycle Tracking Service Management
Certification Tech

Certificate Management System

An automated system for issuing, tracking, and verifying professional certifications. Features secure verification workflows, automated PDF generation, and role-based access control for administrative transparency.

Verification API PDF Automation Access Control

Academic Research & Prototypes

FEATURED MAJOR PROJECT

NagarGPT – LLM-Based Multilingual Voice Chatbot

Developed a domain-adaptive AI chatbot with multilingual text-voice I/O, delivering contextual responses via an LLM + RAG pipeline. Scaled for real-world accessibility with RESTful API deployment using Ngrok.

Python Flask Hugging Face gTTS SpeechRecognition RAG
Social App

MithoMitho – Food Social Platform

A food-focused social application built using Python Flask. Features community engagement workflows, food discovery, and user-driven content sharing.

Python Flask Web Development Social UI
Full-Stack Platform

Structured Q&A Platform

A comprehensive full-stack solution for community-based question and answer interactions. Implemented voting systems, categories, and real-time updates.

Full-Stack Database Design User Auth
System Software

C-Based Account Management System

A robust, C-based system for secure and efficient account management. Focused on memory efficiency, file-based data persistence, and problem-solving through traditional algorithmic approaches.

C Programming File I/O Data Persistence
My Expertise

Technical & Professional Skills

Field: Scientific Inquiry

Research & Data Science

Methodology Academic Writing Statistics Data Analysis Data Science Data Visualization Experimental Design
Field: Computational Intelligence

AI & Machine Learning

LLMs & RAG NLP PyTorch Scikit-learn Machine Learning
Field: Industrial Engineering

Software & Industrial Frameworks

Laravel (PHP) Livewire Python (Flask) C++ Backend Arch API Design Docker RESTful APIs Database Design
Field: Infrastructure & Methodology

Systems & Research Tools

Git & GitHub Docker & Linux DSA Scientific Computing Project Mgmt Technical Comm.
Academic Journey

Research & Learning Milestones

Education

Bachelor of Computer Engineering

Institute of Engineering (IOE), Paschimanchal Campus, Tribhuvan University

2020 — 2025

  • Focused on AI, Software Systems, and Distributed Computing.
  • Practically engaged in Web Systems and Networking Research.
  • Core concentration on Algorithms and Operating Systems.

Higher Secondary Education

KIST College, Kathmandu

2018 — 2020

  • Specialized in Computer Science and Mathematics.
  • Developed foundational analytical and problem-solving skills.

Secondary Education (SEE)

Amar Adarsha Boarding School, Baglung

Graduated with Distinction

  • Strong foundation in Mathematics and Science.
  • Active participant in regional tech and science exhibitions.

Professional Experience

Professional Roles

Laravel Developer

Trilokya Technology

May 2025 — Present

  • Developed an Asset Management, Audit & Compliance System to manage assets, audits, and regulatory compliance.
  • Built reactive components using Laravel, Livewire with strong backend and database integration.
  • Designed and optimized MySQL databases, complex joins, indexes, and raw SQL queries for performance and integrity.
  • Mentored juniors and interns, conducted code reviews, and facilitated team collaboration.

Laravel Developer

TukiSoft Pvt. Ltd

Oct 2024 — May 2025

  • Contributed to the development of a real-time Job Portal and LMS using Laravel and MySQL, focusing on scalable architecture.
  • Developed dynamic, role-based dashboards and implemented secure authentication middleware, RBAC, and session management.

Laravel Developer Intern

Xdezo Technology

Jun 2024 — Nov 2024

  • Built a Certificate Management System using Laravel and MySQL, enabling generation, validation, and admin control.
  • Worked with MVC architecture and RESTful APIs to deliver robust software solutions.

Leadership & Volunteering

Microsoft Learn Student Ambassador

Microsoft

Nov 2023 - Present

  • Organized workshops and demo projects on Azure, promoting cloud technologies.
  • Demonstrated communication, teamwork, and mentorship skills through community engagement.

Vice Project Lead

Code For Change, Pokhara

Jan 2023 - 2024

  • Led tech initiatives and training programs, collaborating with experts and student teams.
  • Showcased leadership, coordination, problem-solving, and adaptability in managing community tech projects.
Research Blog

Latest Scientific Insights

RAG Architecture

Nov 2024 | AI & NLP

Integrating LLM and RAG for Nepali Datasets

Deep dive into the Architecture and Optimization strategies for building context-aware AI systems in low-resource linguistic environments.

Read Insight
Contact & Collaboration

Let's Connect for Research & Innovation

Open to academic collaborations, research inquiries, and discussion on Large Language Models, RAG architectures, and AI-driven innovations.

Aastha Paudel

aasthapdl121@gmail.com · github.com/Aasthapaudel · LinkedIn.com/in/aastha-paudel

Executive Research Summary

Detail-oriented and analytical Computer Engineering graduate with strong experience in structured research, data collection, and analytical reporting. Skilled in conducting literature reviews, organizing qualitative and quantitative data, verifying source credibility, and synthesizing findings into clear reports and presentations.

Research & Engineering Experience

Analyzing Conversational LLMs for Nepali Municipal Services: A Comparative Study of Retrieval-Augmented and Fine-Tuned Approaches

Accepted Research Paper, IEEE ICTP International Conference

  • Conducted structured literature reviews using credible academic and technical sources.
  • Gathered and organized qualitative and quantitative datasets for comparative evaluation.
  • Applied statistical performance metrics to analyze and interpret model results.
  • Synthesized technical findings into structured research documentation and presentation materials.
  • Ensured methodological accuracy, data validation, and source credibility throughout the study.

Software Engineer (Laravel Developer) | Trilokya Technology

May 2025 – Present
  • Developed an Asset Management, Audit & Compliance System to manage assets, audits, and regulatory compliance.
  • Built reactive components using Laravel, Livewire with strong backend and database integration.
  • Designed and optimized MySQL databases, complex joins, indexes, and raw SQL queries for performance and integrity.
  • Mentored juniors and interns, conducted code reviews, and facilitated team collaboration for streamlined workflows.

Software Engineer (Laravel Developer) | TukiSoft Pvt. Ltd

Oct 2024 – May 2025
  • Contributed to the development of a real-time Job Portal and LMS using Laravel and MySQL, focusing on scalable and maintainable backend architecture.
  • Developed dynamic, role-based dashboards and implemented secure authentication middleware, RBAC, and robust session management.

Software Engineering Intern (Laravel Developer Intern) | Xdezo Technology

Jun 2024 – Nov 2024
  • Built a Certificate Management System using Laravel and MySQL, enabling certificate generation, validation, admin control, and role-based access.
  • Worked with MVC architecture, RESTful APIs, Laravel Breeze authentication, Git version control, and agile development workflows.

Selected Engineering & Analytical Projects

NagarGPT – LLM-Based Multilingual Voice Chatbot

Developed a domain-adaptive AI chatbot with multilingual text-voice I/O, contextual responses via LLM + RAG pipeline, and RESTful API deployment using Python, Flask, Hugging Face, gTTS, SpeechRecognition, and Ngrok.

TechAsset Management System – IT Asset & Service Management

Built a technology asset management solution with automated asset discovery (FQDN/IP-based), centralized asset inventory, lifecycle tracking, and integrated ticket management system designed to improve IT visibility and infrastructure governance.

GRC Management System – Governance, Risk & Compliance

Developed an enterprise-grade GRC platform incorporating Audit Management, Asset Management, and Compliance Tracking modules. Enabled risk assessment workflows, compliance monitoring dashboards, and structured reporting.

EduPath – Learning Management System (LMS)

Designed and developed a scalable LMS focused on structured digital education delivery. Implemented course-wise enrollment, Zoom-integrated live classes, secure PDF-based content distribution, and Bunney.net payment gateway integration.

KaamSansar – Multi-Service Digital Platform

Engineered a comprehensive multi-service platform offering horoscope services, job search, advertisement management, coupon marketplace, visa verification, and forex assistance with modular architecture and secure payment workflows.

FinSight AI – Financial Risk Analytics

  • Conducted exploratory data analysis on financial datasets.
  • Identified trends, anomalies, and risk indicators using statistical methods.
  • Built structured SQL and Python workflows for automated reporting.

TasteStream Insights – Consumer Behavior Analysis

  • Cleaned and transformed datasets using Python and Excel.
  • Identified behavioral patterns and correlations through structured analysis.

Research & Analytical Competencies

  • Structured Research & Lit Review
  • Qualitative & Quantitative Collection
  • Trend and Pattern Identification
  • Report Writing & Brief Preparation
  • Source Verification & Assessment
  • Data Organization & Documentation
  • Independent Remote Work
  • Deadline Management

Technical Proficiency

Data Analysis: Microsoft Excel, Google Sheets, SQL, Pandas, NumPy
Research Tools: Statistical Evaluation, Comparative Analysis, Experimental Design
Documentation: Structured Reporting, Data Validation, Research Documentation
Programming: Python, SQL
Visualization: Power BI, Matplotlib
Databases: MySQL, PostgreSQL
Core Skills: Critical Thinking, Attention to Detail, Time Management, Independent Work

Academic Foundation

Bachelor of Computer Engineering | Pokhara, Nepal

Graduated 2025

Western Region Campus, IOE, Tribhuvan University

Leadership & Engagement

Microsoft Learn Student Ambassador (2023 – Present)

Organized technical workshops and collaborative learning sessions in a structured and documentation-focused manner.

Code For Change – Vice Project Lead (2023 – 2024)

Coordinated team activities, maintained structured documentation, and supported collaborative project execution.

Achievements

Mahatma Gandhi Scholar – Awarded for Academic Excellence during undergraduate studies.