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acpr-bank-profit-navigator

BANK PROFIT NAVIGATOR : Extraction of crucial financial metrics from financial reports.

ai-photo-editing-with-inpainting

A web app that allows you to select a subject and then change its background, OR keep the background and change the subject.

airflow-data-pipeline

Airflow data pipeline

aws-data-warehouse

Build an ETL pipeline for a database hosted on AWS Redshift.

aws-human-balance-analytics

Using AWS Glue, AWS S3, Python, and Spark, create or generate Python scripts to build a lakehouse solution in AWS

azure-machine-learning-engineer

breakout-strategy

Implementation of the Breakout Strategy

build-a-ml-workflow-for-scones-unlimited-on-amazon-sagemaker

In this project, I've used AWS Sagemaker to build an image classification model that can tell bicycles apart from motorcycles. And I've deployed the model, using AWS Lambda functions to build supporting services, and AWS Step Functions to compose the model and services into an event-driven application.

build-ml-pipeline-for-short-term-rental-prices

Build an ML Pipeline for Short-Term Rental Prices in NYC

building-a-reproducible-model-workflow

copilot

Homemade Copilot: Fine-tune LLM through LoftQ initialization and QLoRA-style training for code generation.

crm-backend

Simple CRM backend written in Go

ddpg-for-continuous-control

An implementation of DDPG agent to solve a Unity environment like Reacher and Crawler.

deploy-ml

Deploying a ML Model to Cloud Application Platform with FastAPI

disasterresponsepipeline

Project aim is to build a Natural Language Processing (NLP) model to categorize messages on a real time basis.

dnn-speech-recognizer

Speech Recognizer basic models.

dogbreedclassificationaws

Use AWS Sagemaker to train a pretrained model that can perform image classification by using the Sagemaker profiling, debugger, hyperparameter tuning and other good ML engineering practices.

dqn-for-navigation

An implementation of Deep Q-Learning Network for solving a Unity environment that can navigate and collect bananas in a large, square world.

dynamic_risk_assessment_system

ML Model Scoring and Monitoring

face-generation

Generate new faces using Generative Adversarial Networks (GANs).

facial-keypoint-detection

In that project, I combined my knowledge of computer vision techniques and deep learning architectures to build a facial keypoint detection system. It was designed to take in any image with faces and predict the location of 68 distinguishing keypoints on each face.

genre_classification

Create an ML pipeline for Genre Classification using MLflow.

huggingface_image_classifier

Fine-tune the Vision Transformer (ViT) using LoRA and Optuna for hyperparameter search.

hybrid-rl-platform

Utilize Reinforcement Learning (RL) to address challenges in the platform environment characterized by a hybrid action space.

ice_breaker

image-captioning

Uses a CNN Encoder and a RNN Decoder to generate captions for input images.

inventory-monitoring-at-distribution-centers

landmark-classification-tagging-for-social-media

a CNN-powered app to automatically predict the location of the image based on any landmarks depicted in the image.

maddpg-for-collaboration-and-competition

An implementation of MADDPG multi-agent to solve a Unity environment like Tennis and Soccer.

multi-cloud

Deploy an app to multi-cloud