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followers: 4.0 following: 2.0 repos: 21.0 gists: 0.0

Name: Usman Ahmad

Type: User

Company: Sigma Square AI

Bio: ML Engineer with a love for turning data into insights.

Location: Islamabad

Hi there 👋

I am Machine Learning Engineer with more than 4 years of professional experience in the domain of Data Science and NLP.
I've worked mostly on NLP and Tabular data analysis by drawing insights from both, structured and unstructured, datasets.
I also have sound knowledge of CV & Image processing techniques.
I have sound familarity with SOTA NLP techniques and models like the Attention-based Transformers and Sequence Modelling for solving real-world problems.
My experience spans over a diverse set of tasks like automation through NLP, Document Similarity, NER, Text Classification etc.
I enjoy exploring different areas of Machine Learning and its applications in the real-world.
The future plan is to diversify my knowledge and experience by exploring other areas (like Speech, Computer Vision) and applying those expertise to make a difference in the world.

Usman Ahmad's Projects

bert-pretrained-embeddings-visualization

Visualizing BERT embeddings for multi-class text classification in Tensorboard.

caltech256_classification

VGG16 finetuning vs CNN implementation in pytorch for performance comparison.

ci-manualtrigger-test

clarisent

Aspect-based Sentiment Analysis of Restaurants and Amazon Mobile Reviews.

design_pattern_detection

Design Pattern Detection of Android Applciation using Transformer-based models.

gaming_data_analysis

Classification & Regression analysis of bitrate prediction and Frame drop rate for Online Gaming Platform.

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

gtsrb_sign_classification

GTSRB sign classification using VGG16 and custom CNN-based architecture in pytorch.

information_retrieval

intro-course-labs

naive_bayes_multi_text_classification

An implementation of Naive Bayes for Multi-class text classification

ner-deep-learning

Implementation of CNN + BiLSTM + CRF architecture in Keras for NER Extraction using CONLL dataset.

ner_eval

Install and evaluate various named entity recognition systems

python_assg_2

python_assignment

rake-keywords-extraction

Graph-based Implementation of Unsupervised approach Keyword Extraction Approach in NLP.

recruitmenttest

This repository contains solution to Kodifly tests

regression_analysis

Regression analysis on high dimensional data.

textrank

TextRank implementation for Python 3.

uahmad235

weatheranalysisproject

Comparison of KNN, MLR, and General Regression NN for Weather data.

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