Top Talent like Sami are on Pangea

Pangea, a YC company, connects companies with fractional talent. Fractional hiring allows companies to move faster and work with more specialized talent, while giving talent more flexibility and independence. If you are talent open to fractional work, apply here. If you’re a company looking for high-quality fractional talent, learn more here.

Sami Ullah

Full-stack Engineer
Frontend Developer
Algorithms
Software Development
Computer Science
Computer Vision
Tensorflow
Deep Learning
Machine Learning
Data Science
Available for hire fromNegotiable
Data Scientist - Ex-IBM passionate about Full Stack Development
Strong background in Data Science (Machine Learning, Deep Learning and Natural Language Processing). Experienced in implementing a wide range of algorithms (both traditional machine learning models and deep learning architectures) in academia and industry. Technical skills: - Data Science - Python(Pytorch, Tensorflow, Sci-kit Learn, Pandas, Numpy etc), R ,and Java - Machine Learning - Deep Learning - Natural Language Processing - Bayesian Deep Learning (reasonable understanding). - IBM Watson Studio - Microsoft Azure ML - Statistical analysis - SQL

Projects

SpeedLegal | Analyzing Contracts using AI

Work History

I

Data Scientist

IBMMay 2018 - May 2022 • 4 yrs- Manager's Choice Award 2018 - Expertise in Advanced Analytics (Python, R) with an understanding of data mining and business problem definition. - Main duties and responsibilities for implementing ML use cases in bank(Allied Bank Limited)(An IBM client): 1. Meet customer to understand business needs 2. Design specific data science solutions to solve selected problems 3. Code and test the proposed solution (PoC) 4. Communicate results to stakeholders 5. Provide final reports of the work done and related results 6. Use Cases: (Allied Bank has a customer base of ~4 million) ---- Customer Behavioral Segmentation, ---- Next Best Action, ---- Churn Prediction,Cash Optimization, ---- Real-Time Fraud Detection - Other tasks at IBM for State of Ohio and State Farm Projects: 1. Extensive R&D on state of the art Natural Language classifiers such as FastText, Watson NLC, Sequence to Sequence models, LSTM, ELMO, fast.ai. 2. Built a domain specific chatbot by training a seq2seq model and Rasa NLU for customer issues resolution. 3. Trained BiLSTM-CRF NER, BERT, utterance clustering, text classification(CNN/LSTM). 4. Developed scripts for cleansing, processing and extracting only useful information from unstructured text using NLP techniques. 5. Developed Restful APIs for facilitating different use-cases in production. 6. Predictive Analysis of Time Series data with auto-regression techniques and stacked LSTM's. 7. Knowledge Graph- Taking the research of Google and papers like NELL, YAGO, and DeepDive to a next level to cater complex sentences, with complex form of entities. Enhancing the concepts of Knowledge Graphs to fit for any sort of data and extract information without any fixed type of relationships or entities by making use of the state of the art techniques like Syntaxnet. 8. Build our own word2vec model to check the similarities and injest them in knowledge graph.

Education

University of San Francisco

Bachelor's Degree, Computer ScienceSep 2017 - May 2021

How Pangea Works

Effortlessly discover top talent

We've distilled the candidate search from endless hours down to just a few minutes. Using Pangea's AI-powered search tools, you can find top fractional talent able to take on your next project. Our system looks at your company's niche and your needs to find the perfect match faster than any traditional hiring platform.

Start working with talent today

The top talent on Pangea is ready to get started with you right now. You can message or hire a candidate right from their profile page and start assigning work as soon as they respond. And the best part? Pangea's fractional contract structure lets you start small and ramp up as your needs change, keeping your costs manageable and your team's capabliities flexible.

Track work and invoices in one place

Assign tasks, track progress, and complete invoices all on Pangea. We've combined every part of the hiring process into one platform to eliminate the miscommunication that's unavoidable on other freelance platforms. We even send out 1099s to your contractors at the end of the year!

Talk with a Talent Expert

Members of our team are available to help you speed through the hiring process.
Available Now
Book a Call
Data Scientist - Ex-IBM passionate about Full Stack Development
Strong background in Data Science (Machine Learning, Deep Learning and Natural Language Processing). Experienced in implementing a wide range of algorithms (both traditional machine learning models and deep learning architectures) in academia and industry. Technical skills: - Data Science - Python(Pytorch, Tensorflow, Sci-kit Learn, Pandas, Numpy etc), R ,and Java - Machine Learning - Deep Learning - Natural Language Processing - Bayesian Deep Learning (reasonable understanding). - IBM Watson Studio - Microsoft Azure ML - Statistical analysis - SQL

Talk with a Talent Expert

Members of our team are available to help you speed through the hiring process.
Available Now
Book a Call

Top Talent like Sami are on Pangea

Pangea, a YC company, connects companies with fractional talent. Fractional hiring allows companies to move faster and work with more specialized talent, while giving talent more flexibility and independence. If you are talent open to fractional work, apply here. If you’re a company looking for high-quality fractional talent, learn more here.

Sami Ullah

Full-stack Engineer
Frontend Developer
Algorithms
Software Development
Computer Science
Computer Vision
Tensorflow
Deep Learning
Machine Learning
Data Science
Available for hire fromNegotiable

Projects

SpeedLegal | Analyzing Contracts using AI

Work History

I

Data Scientist

IBMMay 2018 - May 2022 • 4 yrs- Manager's Choice Award 2018 - Expertise in Advanced Analytics (Python, R) with an understanding of data mining and business problem definition. - Main duties and responsibilities for implementing ML use cases in bank(Allied Bank Limited)(An IBM client): 1. Meet customer to understand business needs 2. Design specific data science solutions to solve selected problems 3. Code and test the proposed solution (PoC) 4. Communicate results to stakeholders 5. Provide final reports of the work done and related results 6. Use Cases: (Allied Bank has a customer base of ~4 million) ---- Customer Behavioral Segmentation, ---- Next Best Action, ---- Churn Prediction,Cash Optimization, ---- Real-Time Fraud Detection - Other tasks at IBM for State of Ohio and State Farm Projects: 1. Extensive R&D on state of the art Natural Language classifiers such as FastText, Watson NLC, Sequence to Sequence models, LSTM, ELMO, fast.ai. 2. Built a domain specific chatbot by training a seq2seq model and Rasa NLU for customer issues resolution. 3. Trained BiLSTM-CRF NER, BERT, utterance clustering, text classification(CNN/LSTM). 4. Developed scripts for cleansing, processing and extracting only useful information from unstructured text using NLP techniques. 5. Developed Restful APIs for facilitating different use-cases in production. 6. Predictive Analysis of Time Series data with auto-regression techniques and stacked LSTM's. 7. Knowledge Graph- Taking the research of Google and papers like NELL, YAGO, and DeepDive to a next level to cater complex sentences, with complex form of entities. Enhancing the concepts of Knowledge Graphs to fit for any sort of data and extract information without any fixed type of relationships or entities by making use of the state of the art techniques like Syntaxnet. 8. Build our own word2vec model to check the similarities and injest them in knowledge graph.

Education

University of San Francisco

Bachelor's Degree, Computer ScienceSep 2017 - May 2021

How Pangea Works

Effortlessly discover top talent

We've distilled the candidate search from endless hours down to just a few minutes. Using Pangea's AI-powered search tools, you can find top fractional talent able to take on your next project. Our system looks at your company's niche and your needs to find the perfect match faster than any traditional hiring platform.

Start working with talent today

The top talent on Pangea is ready to get started with you right now. You can message or hire a candidate right from their profile page and start assigning work as soon as they respond. And the best part? Pangea's fractional contract structure lets you start small and ramp up as your needs change, keeping your costs manageable and your team's capabliities flexible.

Track work and invoices in one place

Assign tasks, track progress, and complete invoices all on Pangea. We've combined every part of the hiring process into one platform to eliminate the miscommunication that's unavoidable on other freelance platforms. We even send out 1099s to your contractors at the end of the year!

Talk with a Talent Expert

Members of our team are available to help you speed through the hiring process.
Available Now
Book a Call
Pangea empowers fractional work across the world for marketing and design roles.