mahbubur-87
MSc in Data Science with 7+ years in software development and 1 year in data analysis. Skilled in Java, SQL, Python, and machine learning.
Berlin
Pinned Repositories
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
berlin-datathon-2021
BLINK
Entity Linker solution
brazilian-e-commerce-store-Olist
Three students in a university data science program analyzed a Brazilian e-commerce store, Olist, as a project for their Data Visualization course. They explored factors influencing top products and visualized results using selected features from principal component analysis.
de.hs-fulda.informatik.ucd
Smart Mirror Application Prototype
design-parking-spots
A data science graduate engaged in a Berlin datathon in 2022, merging datasets from two districts for a course project. The resultant dataset informed parking spot design, revealing insights valuable to city council officials.
fashion-wizard
Clothes shopping evolves with technology. Online shopping, boosted by COVID-19, sees a surge. Quick responses are crucial; chatbots dominate, offering swift assistance. Voice assistants enhance this trend, with 20% of searches being voice-based. Image processing aids in visual searches, facilitating quick, accurate decisions for consumers.
llm-prompt-architecture-evaluation
This thesis evaluates Large Language Models (LLMs) using the Chain-of-Thought (CoT) prompting architecture. It employs Iterative Chain-of-Thought (Iter CoT) for analysis, utilizing various LLMs including Alpaca LoRA 13B and 30B. Results show improved accuracy with Iter CoT, notably with Alpaca LoRA 13B, outperforming ChatGPT models.
msd-datathon-2023
SE-Europe-Data_Challenge_Template
Template repository to work with for the NUWE - Schneider Electric European Data Science Challenge in November 2023.
mahbubur-87's Repositories
mahbubur-87/de.hs-fulda.informatik.ucd
Smart Mirror Application Prototype
mahbubur-87/fashion-wizard
Clothes shopping evolves with technology. Online shopping, boosted by COVID-19, sees a surge. Quick responses are crucial; chatbots dominate, offering swift assistance. Voice assistants enhance this trend, with 20% of searches being voice-based. Image processing aids in visual searches, facilitating quick, accurate decisions for consumers.
mahbubur-87/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
mahbubur-87/berlin-datathon-2021
mahbubur-87/BLINK
Entity Linker solution
mahbubur-87/brazilian-e-commerce-store-Olist
Three students in a university data science program analyzed a Brazilian e-commerce store, Olist, as a project for their Data Visualization course. They explored factors influencing top products and visualized results using selected features from principal component analysis.
mahbubur-87/de.hs-fulda.informatik.biig
Its a native iOS app using Swift 4 and individual part of team project in Master's course work of Global Distributed Software Development, HS-Fulda University of Applied Sciences.
mahbubur-87/de.hs-fulda.informatik.mdd
Model Driven Development Assignments using Xtend, OCL and QVT
mahbubur-87/de.hs-fulda.informatik.middleware
Servlet, J2EE(Session Bean, Message Driven Bean), JPA, Hibernate
mahbubur-87/de.hs-fulda.informatik.quantum-field
A simulation of a formula using Python, Numpy, SciPy, Tensorflow and Matplotlib
mahbubur-87/design-parking-spots
A data science graduate engaged in a Berlin datathon in 2022, merging datasets from two districts for a course project. The resultant dataset informed parking spot design, revealing insights valuable to city council officials.
mahbubur-87/llm-prompt-architecture-evaluation
This thesis evaluates Large Language Models (LLMs) using the Chain-of-Thought (CoT) prompting architecture. It employs Iterative Chain-of-Thought (Iter CoT) for analysis, utilizing various LLMs including Alpaca LoRA 13B and 30B. Results show improved accuracy with Iter CoT, notably with Alpaca LoRA 13B, outperforming ChatGPT models.
mahbubur-87/msd-datathon-2023
mahbubur-87/news-classifier-v1.1
A project in "Data Science Application Workflow and Design" involved building a news classifier using Python, sklearn, and numpy. It categorizes news titles into topics like politics, business, and sports, utilizing Decision Tree Classification with hyperparameter optimization through K-fold Cross Validation.
mahbubur-87/SE-Europe-Data_Challenge_Template
Template repository to work with for the NUWE - Schneider Electric European Data Science Challenge in November 2023.
mahbubur-87/de.hs-fulda.informatik.cv.image-stitching
Image Stitching
mahbubur-87/de.hs-fulda.informatik.sdp.quantum-field-acceleration
Acceleration of Quantum Field Theory calculations using Machine Learning packages
mahbubur-87/examples
TensorFlow examples
mahbubur-87/faiss
A library for efficient similarity search and clustering of dense vectors.
mahbubur-87/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
mahbubur-87/green-planner
The polls app from the official Django tutorial, that demonstrates how to build data-driven Python apps in Azure App Service.
mahbubur-87/green-planner-2
mahbubur-87/green-planner-frontend
frontend repository
mahbubur-87/MagicMirror
MagicMirror² is an open source modular smart mirror platform. With a growing list of installable modules, the MagicMirror² allows you to convert your hallway or bathroom mirror into your personal assistant.
mahbubur-87/mmfashion
Open-source toolbox for visual fashion analysis based on PyTorch
mahbubur-87/nlp_fun_review_generator
mahbubur-87/pandas-profiling
Create HTML profiling reports from pandas DataFrame objects
mahbubur-87/smoothquant
SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
mahbubur-87/strassenraumkarte-neukoelln
Straßenraum- und Parkraumkarte für den Berliner Ortsteil Neukölln.
mahbubur-87/SuperPointPretrainedNetwork
PyTorch pre-trained model for real-time interest point detection, description, and sparse tracking (https://arxiv.org/abs/1712.07629)