Sonali Chawla

Sonali Chawla Email and Phone Number

Ph.D. Researcher | Quantum Music | Machine Learning Engineer @ dunnhumby
london, greater london, united kingdom
Sonali Chawla's Location
India, India
Sonali Chawla's Contact Details

Sonali Chawla work email

Sonali Chawla personal email

n/a
About Sonali Chawla

🔍 Lead Engineer in Machine Learning | PhD Researcher in Quantum Music | Data-Driven InnovatorAs a seasoned professional in machine learning and software engineering, I thrive on creating innovative solutions to complex business challenges. With a strong foundation in data science and advanced analytics, I leverage emerging technologies to drive business success and optimize processes.💼 Current Role: 💼Lead Engineer in Machine Learning: Leading a team to develop and deploy scalable ML solutions that address intricate business problems. Skilled in Python, Spark, and a range of machine learning libraries.🎓 Academic Pursuit: 🎓PhD Researcher in Quantum Music: Exploring the intriguing intersection of quantum computing and music, my research focuses on how quantum principles can revolutionize the creation and understanding of music. This unique blend of disciplines fuels my passion for continuous learning and innovative thinking.💻 Technical Proficiency: 💻Programming Languages: Python, Qiskit, PennylaneBig Data Technologies: Spark, Hadoop, HiveMachine Learning Libraries: Extensive experience with various ML tools (Classical and Quantum)Software Systems: Expertise in designing and developing scalable software systems in agile framework🌟 Passion for Emerging Technologies: 🌟Deeply fascinated by the potential of quantum machine learning and generative artificial intelligence, I actively seek opportunities to stay informed about the latest advancements in these fields. Engaging in discussions and projects related to quantum ML and generative AI energizes my professional journey.🚀 Future Goals: 🚀I am eager to contribute to groundbreaking projects and collaborate with forward-thinking professionals. If you share my enthusiasm for data-driven insights, quantum innovations, and transformative AI technologies, let’s connect and explore how we can achieve remarkable results together.

Sonali Chawla's Current Company Details
dunnhumby

Dunnhumby

View
Ph.D. Researcher | Quantum Music | Machine Learning Engineer
london, greater london, united kingdom
Website:
dunnhumby.com
Employees:
2446
Sonali Chawla Work Experience Details
  • Dunnhumby
    Lead Engineer (Ml)
    Dunnhumby Dec 2023 - Present
    View
  • Dunnhumby
    Senior Engineer (Ml)
    Dunnhumby May 2021 - Nov 2023
    - Designed and developed a scalable, schedulable codebase using Airflow for Spark modelling pipelines, resulting in a 50% increase in processing efficiency and a 30% reduction in errors during production execution.- Implemented separate reliability pipelines with robust exception handling, comprehensive logging, and unit test cases in Git, resulting in 40% reduction in system downtime and improved stability and quality control.- Streamlined and optimized processed and data structures, resulting in an improvement in overall hyperparameter tuning and Spark code optimization.- Performed code review and documentation to ensure adherence to coding standards and best practices, reducing errors, and enhancing maintainability.- Collaborated with cross-functional teams to gather requirements and translate them into scalable software solutions, resulting in successful project delivery with tight deadlines.- Lead a team of engineers in ML projects, fostering innovation, collaboration and delivering successful outcomes.
    View
  • Dunnhumby
    Senior Applied Data Scientist
    Dunnhumby Jun 2019 - May 2021
    - Developed customer segmentation models and created targeted marketing campaigns for customer engagement, catering to giant retail clients and suppliers.- Implemented Python-based machine learning models within the Spark framework, utilizing libraries such as scikit-learn, NumPy, and Pandas.- Implemented hyperparameter tuning techniques resulting in a 20% increase in model accuracy and performance.- Conducted thorough model evaluation, including performance metrics, A/B testing, and rigorous optimization, resulting in a 15% increase in campaign conversation rates.- Communicated complex technical concepts and findings to stakeholders in a clear and concise manner.
    View
  • Dunnhumby
    Applied Data Scientist
    Dunnhumby Apr 2018 - May 2019
    - Developed and executed objective-led communication campaigns aligned with clients' strategic objectives, enhancing customer engagement.- Designed comprehensive engagement plans for new and existing customers, optimizing their experiences, and increasing store format adoption.- Collaborated with stakeholders to define business objectives, developed value-added reporting, and provided ad-hoc data analysis.- Collaborated with data engineering team to consolidate customers' past contact points into a unified repository.- Contributed to the design of a Power BI dashboard tracking the performance of customer groups, stores, and trading regions on a year-on-year (YOY) basis.
    View
  • Womanium
    Global Quantum + Artificial Intelligence Program 2024 Scholar
    Womanium Jun 2024 - Aug 2024
    View
  • Womanium
    Global Quantum Computing Program Scholar
    Womanium Jul 2023 - Sep 2023
    Washington Dc-Baltimore Area
    View
  • Freelance
    Data Scientist
    Freelance Jun 2017 - Jun 2018
    Gurgaon, India
  • Analytixlabs
    Trainee Analyst/Intern
    Analytixlabs Aug 2015 - Dec 2015
    Gurgaon, India
    View

Sonali Chawla Skills

R Mysql Machine Learning Deep Learning Tensorflow Fuzzy Logic Hadoop Microsoft Office Android Studio Team Management Teamwork Data Analysis Data Science Neural Networks Decision Trees Clustering Regression Testing Leadership Passionate Optimist Data Mining Python Statistics Mapreduce Apache Pig Apache Hive Cloudera Bayesian Networks Oracle Inferential Statistics Tableau Good Listener Adaptation Leader Fast Learner Linux Hypothesis Testing

Sonali Chawla Education Details

Frequently Asked Questions about Sonali Chawla

What company does Sonali Chawla work for?

Sonali Chawla works for Dunnhumby

What is Sonali Chawla's role at the current company?

Sonali Chawla's current role is Ph.D. Researcher | Quantum Music | Machine Learning Engineer.

What is Sonali Chawla's email address?

Sonali Chawla's email address is so****@****mby.com

What schools did Sonali Chawla attend?

Sonali Chawla attended Sushant University, Mitx On Edx, Udacity, Udacity, Ansal University, Analytixlabs, Mdh Internation School.

What are some of Sonali Chawla's interests?

Sonali Chawla has interest in Economic Empowerment, Education, Environment, Science And Technology, Disaster And Humanitarian Relief, Arts And Culture.

What skills is Sonali Chawla known for?

Sonali Chawla has skills like R, Mysql, Machine Learning, Deep Learning, Tensorflow, Fuzzy Logic, Hadoop, Microsoft Office, Android Studio, Team Management, Teamwork, Data Analysis.

Who are Sonali Chawla's colleagues?

Sonali Chawla's colleagues are Maurice Miles, Jenny Macdonld, Sakshi Sharma, Ryan Meeks, Rakshan Thapar, Fernando Bosco, Prashant Kumar.

Not the Sonali Chawla you were looking for?

View similar profiles

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.