ehtisham-sadiq Goto Github PK

followers: 42.0 following: 13.0 repos: 75.0 gists: 0.0

Name: Ehtisham Sadiq

Type: User

Company: Vacon.AI

Bio: I'm a software engineer, Programmer, Data Scientist, and Machine Learning Engineer.

Twitter: EhtishamSadiq10

Location: Pakistan

Hello! 😊 I'm Ehtisham Sadiq

A proficient Data Scientist and Machine Learning Engineer with expertise in programming languages, ML frameworks, and data analysis. 🚀 With a deep understanding of supervised and unsupervised learning techniques, I'm committed to delivering top-notch results.

Professional Achievements and Projects

Collection Agency Software Development

Designed and implemented the backend of collection agency software from scratch, resulting in a 1200% increase in business revenue.
Led the development of an automated data intake pipeline to handle diverse data.
Integrated smart AI solutions to streamline business operations.

Microservices-Based Architecture Development

Conceptualized and developed a microservices-based architecture utilizing Python, FastAPI, and SQLAlchemy, resulting in significant optimization of system operations and improved efficiency.
Took complete responsibility for managing databases, employing PostgreSQL to create materialized views, leading to optimized database performance.

Debt Collection SaaS Platform

Designed and implemented a versatile, multi-tenant Software-as-a-Service (SaaS) platform tailored to diverse debt collection agencies' needs.
Developed a robust system to facilitate debt collectors' operations, enhancing operational efficiency.

Data Analysis Tool for Wind Energy

Designed and implemented a visual dynamic data pipelining tool for data analysis in the wind energy field.
Utilized AWS Sagemaker and related services to deploy multiple models.
Developed unsupervised and rule-based anomaly detectors for time series data from wind farms.

Technologies and Tools

Languages: Python, HTML/CSS, JavaScript, SQL
Frameworks: TensorFlow, Pytorch, Keras
Tools: Pandas, NumPy, Seaborn, Matplotlib, Plotly, Streamlit, Heroku
Technologies and Platforms: NLTK, spaCy, Gensim, Flask, Django, Selenium, MongoDB, RESTful APIs, CI/CD Pipelines, MLOps, Hugging Face, LangChain, AWS Sagemaker, Google Cloud Platform (GCP), OpenAI, ChatGPT

Soft Skills

Problem-solving, Critical thinking, Collaboration, Adaptability, Communication, Self-motivation, Attention to detail, Teamwork, Skill Development, Learning

Let's connect and explore groundbreaking possibilities in technology together. I'm eager to collaborate on meaningful projects and create innovative solutions that redefine the realm of AI and Data Science.

Thank you for visiting my GitHub profile. Let's work together to drive impactful advancements! 🤝

Feel free to connect with me on GitHub and appreciate my work!

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Ehtisham Sadiq's Projects

100-days-of-codechallenge

This repository contains 100 days of leetcode questions and their solutions.

100-days-of-machine-learning

"100-days-of-machine-learning" is a repository containing a comprehensive guide to Machine Learning, covering the basics and advanced topics, with daily exercises and real-world examples for 100 days.

100_days_mldl

Hello Data Enthusiast! I will be updating my 100-day Journey here along with detailed Code Files Starting from Essential Libraries to Advanced Machine Learning and Deep Learning Algorithm Theory with Implementation. Save for Later ⭐ Happy Learning :)

30-days-of-python-programming

"30days of python programming" is a repository that offers a 30-day program to learn Python with daily tutorials and exercises to improve your skills from beginner to intermediate level.

500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

a-deep-dive-into-laptop-pricing-from-historical-trends-to-future-forecasts

This project is a comprehensive analysis of the laptop market, exploring both historical pricing trends and forecasting future prices. Utilizing advanced predictive analytics techniques, it provides valuable insights into the dynamics of the laptop industry and helps inform decision making for industry participants and consumers alike.

ai-pioneers-datascience-arena

This repository is dedicated to the AI Amigos team's participation in the Artificial Intelligence (AI) competition with a focus on Data Science.

attention-mechanisms-from-theory-to-implementation

A comprehensive exploration of attention mechanisms, from theoretical foundations to practical implementation in a Transformer model.

awesome-mlops

A curated list of references for MLOps

awesome-public-datasets

A topic-centric list of HQ open datasets.

building-an-ml-based-heart-disease-diagnosis-system-with-flask

It is an end-to-end project that combines machine learning to create a user-friendly Heart Disease Diagnosis System, powered by Flask.

chrome-s-dinosaur-game-using-computer-vision

We are basically going to play the Chrome Dinosaur game using hand movements, the game has two basic moves (up and down), which are going to be replicated by the hand moving up and down.

cnns-for-text-classification

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

coms4995-s20

COMS W4995 Applied Machine Learning - Spring 20

conversational-document-assistant-using-rag

Implemented a document chat assistant application powered by Retrieval Augmented Generation (RAG).

creative_ml

Creative Machine Learning course and notebook tutorials in JAX, PyTorch and Numpy

crowd-emotion-recognition

PyTorch-based Crowd Emotion Recognition System

cs-6375-machine-learning

All Homeworks/Assignments/Projects for the Coursework

cs-video-courses

List of Computer Science courses with video lectures.

data-science-academic-work

data-science-assignments

Repository for the Data Science learning track to host assignments.

data-science-projects-fork

Collection of data science projects in Python

data-scientist-in-python

This repository contains notes and projects of Data scientist track from dataquest course work.

data-structure-and-algorithms-using-python

"Data-Structure-And-Algorithms-using-Python" is a comprehensive collection of data structures and algorithms implemented in Python.

data-structures-and-algorithms-python-fork

All the essential resources and template code needed to understand and practice data structures and algorithms in python with few small projects to demonstrate their practical application.