SI
Soyal islam
Contact details — on requestProof of Work — on request
Experience
Data Science & AI/ML Intern
Celebal Technologies · May 2025 – Jul 2025
- Developed a machine learning-based student score prediction system using academic, demographic, and behavioral features to estimate final student performance.
- Performed data preprocessing, feature engineering, and exploratory data analysis (EDA).
- Trained and evaluated regression models and comparing performance metrics such as MAE, MSE, and R² score.
E
AI/ML Intern
Edunet Foundation (Shell) · Apr 2025 – May 2025
- Developed CNN-based animal image classifier using transfer learning.
- Improved generalization via augmentation and preprocessing.
- Reached ~92% validation accuracy.
U
AI & ML Intern
Upflairs pvt ltd · Jun 2024 – Aug 2024
- Trained supervised learning models including SVM, k-NN, and NLP-based neural networks.
- Boosted model accuracy by 10-15% through rigorous feature scaling and hyperparameter tuning.
Skills 0 proven through work
Also works with
Model Building from ScratchMentoring and Peer CoachingVerbal CommunicationTeamworkWork Planning and PrioritizationAdaptabilityDevOps ImplementationProblem SolvingOverfitting Detection and MitigationPattern RecognitionComputer Vision ModelingOpenCV Library UsageModel Fine-TuningLarge Language Model ConceptsYOLOv8 Model UsageStreamlit Application DevelopmentModel Performance ImprovementXGBoost ModelingHyperparameter TuningTrain-Test Split ValidationAI Model TestingRandom Forest Modelingscikit-learnMatplotlib VisualizationSeaborn Visualizationpandas UsageData VisualizationAudio Noise ReductionTabular Data Cleaning & ValidationMachine Learning Model DeploymentFaceNet Facial Recognition IntegrationData ScienceObject-Oriented ProgrammingPython DevelopmentData CurationClassification ModelingModel Training ExecutionK-Means ClusteringRegression AnalysisConvolutional Neural Network OperationsMachine Learning Application
Proof of Work
Proof of Work
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Education
B.Tech, Computer Science Engineering
Amity University Rajasthan · 2022 — 2026
Class XII, Senior Secondary
Spectrum Global Academy, Shahpura · 2020 — 2021
Contact details
Contact details
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