Abdulmunim S.

Key Skills

Software

Data Annotation Tech

Top Subject Matter

AI chatbot with retrieval over documents and database content

Travel assistant chatbot (NLP, retrieval/intent handling, and transactional integrations)

Educational AI/ML research (student performance prediction)

Top Data Types

Audio

Document

Image

Text

Top Task Types

Classification

Data Collection

Emotion Recognition

Prompt + Response Writing (SFT)

Question Answering

Freelancer Overview

AI Engineer Assistant – Techbiz (Mombasa, Kenya). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OpenAI and IBM SPSS Statistics. Education includes Master of Artificial Intelligence Engineering, Near East University (2024) and Bachelor of Computer Engineering, Near East University (2023). AI-training focus includes data types such as Document and Text and labeling workflows including Prompt + Response Writing (SFT), Question Answering, and Evaluation.

Labeling Experience

AI Engineer – Tripzoori (Mombasa, Kenya)

DocumentQuestion Answering

Developed an intelligent travel-booking chatbot that provides context-aware responses to user questions. Integrated OpenAI for intent recognition and natural language processing to interpret user queries accurately. Connected the chatbot to external APIs for real-time bookings and implemented secure payment processing using payment providers. • NLP intent recognition and context-aware Q&A via OpenAI • Real-time booking integration through Travelport/Amadeus APIs • Secure payments integration using Stripe/PayPal • Backend implementation with RESTful services to ensure reliable chatbot data flow

2025 - Present

AI Engineer Assistant – Techbiz (Mombasa, Kenya)

DocumentPrompt + Response Writing (SFT)

Built a chatbot using Retrieval-Augmented Generation (RAG) to retrieve information from PDF documents for user interactions. Also developed chat capabilities that pulled relevant data from a database to support query answering workflows. Converted text to Base64 encoding and decoded it back to enable data handling within the chatbot experience. • RAG-based retrieval from PDFs for grounded responses • Database retrieval using VANNA to fetch relevant information • Text-to-Base64 and Base64-to-text processing in a Vue.js interface • Developed chat functionality for the Mombasa County website

2024 - 2024

Research Assistant (Artificial Intelligence Department) – Near East University (Nicosia, Cyprus)

Text

Designed and implemented machine learning algorithms to predict students' grades and CGPA using historical academic records. Supported AI research activities by preparing for evaluation through analysis of student performance data. Provided technical support across hardware and software issues to support research operations. • ML-based prediction of grades/CGPA from historical data • Research into latest AI techniques and methods • Writing academic papers to support model findings • Technical support across hardware and software for the AI department

2023 - 2024

Drone Detection

Data Annotation TechImagePolygonPoint/Key Point

It was a drone detection project

2021 - 2021

Education

Work History