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This is Aman, a lecturer at Debre Tabor University in Electromechanical Eng. and ML | DL | CV Freelancer "Code it clean. Train it smart. Deploy it with."
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Debre Tabor University
Data Scientist
June 29, 2026 – Present
MNIST-Digit-Recognizer-with-TensorFlow-and-Tkinter
June 17, 2025 – June 17, 2025
MNIST Digit Recognizer with TensorFlow and Tkinter EXE App
View ProjectEnglish-Premier-League-2024-25-Match-Result-Prediction-project-using-XGBoost-and-CLI-prediction
June 5, 2025 – June 7, 2025
English-Premier-League-2024-25-Match-Result-Prediction-project-using-XGBoost-and-CLI-prediction — GitHub repository
View ProjectLicense-Plate-Detection-Tracking-Project-Including-Model-Retrained-Using-DL-YOLOv8
May 17, 2025 – June 7, 2025
License-Plate-Detection-Tracking-Project-Including-Model-Retrained-Using-DL-YOLOv8 — GitHub repository
View ProjectOCR-Character-Recognition-System-For-Handwritten
April 2, 2025 – April 2, 2025
A Python-based application that recognizes handwritten alphanumeric characters (A-Z, 0-9) using deep learning. The system allows users to draw characters or upload images for prediction.
View ProjectOCR-Character-Recognition-System-With-GUI
March 30, 2025 – April 1, 2025
This project implements a deep learning-based Optical Character Recognition (OCR) system for alphanumeric characters (A-Z, 0-9). The system uses a modified ResNet18 architecture trained on custom datasets to recognize individual characters with high accuracy.
View Projectface_detection_attendance_system_using_openCV_DB
March 25, 2025 – June 17, 2025
Face Attendance System detects faces via IP camera, logs attendance with confidence scoring, and stores records in SQLite. Built with Python (Flask + OpenCV), it features real-time web viewing with detection overlays and manual save capability for workplace/classroom tracking.
View Projectpotato_disease_detection_using_django_API_DL
March 17, 2025 – March 26, 2025
potato_disease_detection_using_django_API_DL — GitHub repository
View ProjectVoice_cloning_text_2_speech
June 20, 2023 – June 20, 2023
Build speech synthesis model using BARK, Tortoise, and SVC pre-trained models: Voice Cloning text to speech (custom voice)
View ProjectSolidworks-2-Scotch-Yoke-Mechanism-Modeling
July 16, 2022 – July 16, 2022
The Scotch Yoke Mechanism is molded in 3D using SWs2020
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong interest in diverse applications of machine learning and deep learning, indicating a proactive and curious mindset. The projects are primarily personal, which suggests self-motivation. However, the lack of team-based projects or contributions to open-source initiatives makes it difficult to fully assess cultural fit regarding collaboration and broader impact. The experience level is listed as 0, despite a current role as 'Data Scientist', which needs clarification. The target role 'Data Scientist' aligns well with the project focus.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's profile primarily highlights technical project work without details on collaboration, problem-solving approaches, or communication in a team setting. The single work experience entry lacks detail.