Omar Kamal Hosney

Data Scientist

San Jose, CA, USA

ad1j6g@r.postjobfree.com 510-***-****

omkamal

omarebnelkhattab-hosney-9a931b3

As a proficient data scientist, my focus in the last 6+ years has been on machine learning and deep learning, enhancing capabilities at Tribal Credit, Mentor Graphics, and IBM. Skilled in AI-driven underwriting, algorithm development, data analytics, and software testing, I hold a Bachelor's in Electronics Engineering and an MBA. My expertise in Python, large language models, and statistical analysis equips me to drive innovative, data-driven solutions in various sectors.

I was pivotal in the success of Tribal Credit, a startup where I co-developed algorithms with the CEO, driving revenue generation and fundraising, leading to a successful Series B. My work led to major deals with VCs and banks, notably Silicon Valley Bank.

At companies like TA Telecom and Reveel, I established multiple data science teams, leading Sales, Revenue Growth, Public Relation, and Engineering teams to implement data-driven decision-making across various business aspects, such as testing marketing campaign effectiveness and optimizing customer approach strategies.

I pioneered the integration of large language models in internal and customer-facing projects at several companies, significantly enhancing productivity and customer retention.

Recognized as the go-to expert in machine learning, deep learning, statistics, and data science at several companies, I was a fast tracker in achieving remarkable success in coaching junior machine learning engineers. Chief Data Scientist and founding team member at Tribal Credit 2017-10-15 to Present San Francisco

Tribal Credit is a fintech solution for startups and SMEs, offering specialized credit products and a platform to manage business expenses efficiently.

As a founding team member, I used my analytical skills, deep learning, and Python, in developing core products, scientific models, and statistical products for business and customer dynamics. Large Language Model

Machine Learning and Data Science

Chief Data Scientist and founding team member at Reveel 2015-10-15 to 2017-10-15 San Fransisco

Stealth startup based out of San Francisco, CA that focuses on analytics for any business that monetizes from subscription revenues.

Developed a patent-pending algorithm to optimize business configuration, enhancing customer retention, particularly for SaaS products.

Data Science, Machine Learning and Statistics

Chief Data Scientist at TA telecom

2014-11-15 to 2015-10-01 Cairo, Egypt

Spearheaded data analytics integration across departments, leading a data science team and applying advanced statistical methods and tools.

R

Machine Learning, Statistical Analysis and Inference SW Testing Manager at Mentor Graphics

2006-10-01 to 2014-11-01 Cairo, Egypt

Mentor Graphics was a US-based multinational corporation specializing in electronic design automation (EDA). Led software testing for D2S products, introduced Six Sigma initiatives, and managed the Silicon Software testing team, enhancing product quality.

Software Testing, Quality Management and Six Sigma Initiatives

EXECUTIVE SUMMARY

WORK EXPERIENCE

Software Engineer/Software Validation Lead at IBM

2005-09-01 to 2006-12-01 Egypt

Focused on automotive embedded software development in C, creating test harnesses, and devising test plans with hardware tools.

Embedded C Software Development and Software Validation ChatGPT-4 Diagram Generation - Open-Source -

Developed an open-source prompt set for ChatGPT-4 to generate diverse diagrams using libraries like Mermaid and D3, culminating in a published guidebook. https://a.co/d/5OSAIwl Skills acquired: chatgpt-4 mermaid d3 plantuml diagram generation open-source Child-Centric Conversational AI - Private Contract - Created a Streamlit-based child-friendly chatbot using Langchain, GPT-4, and Pinecone's vector database, ensuring age-appropriate responses and secure parental control. Skills acquired: python streamlit langchain openai gpt-4 pinecone vector database chromadb conversational ai whatsapp Cash CoPilot - Tribal Credit -

Integrated ChatGPT 3.0 with Mexico's Tax System for real-time financial insights, using API data for comprehensive cash flow and financial health analysis.

Skills acquired: llm chatgpt openai python financial analysis Document-Based Question Answering System - Tribal Credit - Developed an early ChatGPT-3 based legal query resolution system with innovative text chunking and Streamlit interface for Tribal Credit.

Skills acquired: python chatgpt-3 openai api streamlit text chunking rest apis Lead Generation Experimentation Framework - Tribal Credit - Created a novel framework for Tribal Credit's lead generation using pairwise testing, enhancing marketing strategy efficiency and resource utilization.

Skills acquired: pairwise testing design of experiments lead generation marketing strategy experimentation framework innovation Customer Spending Alert System - Tribal Credit -

Led the creation of an alert system at Tribal Credit, modernizing financial monitoring with Statistical Process Control methods and a Python package.

Skills acquired: python statistical process control financial monitoring data visualization package development Startup Scoring and Visualization System - Tribal Credit - Designed a system for scoring startups using machine learning and statistical techniques, presented through an Elastic Kibana dashboard for VCs.

Skills acquired: machine learning statistical ranking elasticsearch elastic kibana Bank Statement Parser - Tribal Credit -

Developed an advanced tool for parsing and classifying Mexican bank statements, emphasizing data security and user- friendly interface for financial analysis.

Skills acquired: python machine learning asana dynamodb Startup-VC Matching Algorithm - Tribal Credit -

Pioneered a matching system at Tribal Credit using word embeddings and cosine similarity to align startups with VCs' investment portfolios.

Skills acquired: python aws aurora aws lambda and api gateway aws dynamodb word embeddings serverless architecture Inception Score - Tribal Credit -

PROJECTS

Collaborated on a machine learning algorithm at Tribal Credit to rank startups for VCs, combining Monte-Carlo simulation with advanced algorithms.

Skills acquired: r machine learning monte-carlo simulation xgboost glm random forests Master Master of Business Administration at City University of Seattle Diploma (pre-masters) Computer Networking, and Software Programming at Information Technology Institute Bachelor Electrical and Electronics Engineering at Cairo University Coursera

Machine Learning With Big Data

Hadoop Platform and Application Framework

Data Science Specialization, Johns Hopkins

Social Network Analysis

Udacity

Natural Language Processing Nanodegree

The Deep Learning Nanodegree

Systonomy

Software and IT Six Sigma Black Belt

American Society for Quality

Certified Quality Manager

Statistical Analysis

advanced

hypothesis testing

non-parametric statistics

multivariate statistics

time series analysis

experimental design

Data Science

master

associative analysis

network analysis

natural language processing

analytical hierarchy process

a/b testing

Machine Learning

advanced

scikit-learn deep learning

svm clustering xgboost

random forests lasson & ridge

catboost feature engineering

ensemble methods pytorch

Generative AI / LLM

advanced

openai langchain

anthropic bert gpt2

llama-index

Python Programming

master

python pandas & numpy

scikit-learn fastapi

seaborn network-x arules

matplotlib

Dashboarding

advanced

streamlit tableau

elastic kibana gradio

looker

Data warehousing

beginner

etl processes apache airflow

redis snowflake

databases (sql, nosql) kafka

DevOps and IDE

intermediate

(ci/cd) docker

kubernetes git

elastic stack jupyter notebooks

mlflow

Amazon Web Services

(AWS)

intermediate

ec2 lambda rds

boto3 dynamodb s3

sagemaker notebooks

Other Programming

languages

intermediate

r sql c, c++

Diagrams as Code: Exploring Mermaid, PlantUML, D2 and Generating Diagrams using AI LLMs

in Amazon

https://a.co/d/

5OSAIwl

EDUCATION

COURSES

SKILLS

PUBLICATIONS

Contact this candidate