Sonu Kumari

Operations Associate

Singapore, Singapore11 yrs 8 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in developing scalable ML models for diverse industries.
Proven track record in leading high-performing data science teams.
Innovative solutions for banking and telecommunication sectors.

Stackforce AI infers this person is a Data Science and Machine Learning expert with a focus on Fintech and Telecom industries.

Contact

sonukumari1690@gmail.com LinkedIn

Skills

Other Skills

Requirements AnalysisSDLCComputer VisionSQLPython (Programming Language)Team ManagementData ScienceArtificial Intelligence (AI)Generative AIPrompt EngineeringAgile Project Management

About

I am passionate towards developing simple, transferable ML models that provide time bound technological insights for business and love building exemplary data science teams to achieve greater goals. • Implemented Analytics solutions for Banking, Insurance, Telecommunication and Airline giants. • Experienced Machine Learning Engineer with expertise in designing deep neural networks and running them at scale. • Significant experience with Keras, Tensorflow, Scikit-Learn, NLTK, Scrapy, Scipy, Numpy, Pandas, Exploratory Data Analysis • Proficiency in Kafka, Docker for deploying machine learning models at scale. • Interested in creating a distributed system for training machine learning algorithms. • NLP Analytics: Text Mining, Topic modelling, LDA, Latent Semantic Analysis, Sentiment Analysis, Bag of words modelling Professional Skills Data Strategist | Machine Learning | Deep Learning | NLP | GenAI | Cloud Technologies | Leadership Google Cloud Platform: Vertex AI, Cloud AI, Jupyterlab, BigQuery, TFX and Kubeflow Pipeline PS: I have reached maximum connect limit, please click follow button, I will follow you back

Experience

Ey

Manager

Mar 2024 – Present · 2 yrs · Mumbai · On-site

Birlasoft

Senior Technical Specialist

Apr 2021 – Mar 2024 · 2 yrs 11 mos · Mumbai, Maharashtra, India

Expleo group

Technical Lead

Feb 2019 – Apr 2021 · 2 yrs 2 mos · Mumbai, Maharashtra, India

Managing an amazing team of data scientists, machine learning and applied artificial intelligence practitioners to increase profit to 2+ Million USD. Working on mega-scaled data project for governance body of Banking sector in India.
Working on digitisation and data-driven approach transformation.
Built and launched in house Digital platform for critical information sharing between G20 Countries

Niit technologies

Senior Software Developer

Aug 2017 – Feb 2019 · 1 yr 6 mos · Mumbai, Maharashtra, India

Working closely with the IT, software and enterprise systems teams to build statistical and machine learning models and design experiments to gain a deeper understanding of business processes as its Airline Giant so that we can optimise decisions for maximum impact in the market.
Textual queries raised by customers are unstructured. The current demand from Airline is around using data to replace legacy of systems. Improving existing processes is the focus, as opposed to finding new ways of executing a certain process.
Business Implications/ Benefit:
Efficient and automated Customer relationship management
Minimising manual effort in analysing customer's query
Reducing average handling time
Resolving customer query within SLA
Enhanced customer experience and satisfaction
Cost reduction in terms of saving of FTEs

Tquanta technologies pvt ltd

Senior Consultant

Oct 2015 – Aug 2017 · 1 yr 10 mos · Mumbai, Maharashtra, India

Created and implemented three algorithms with my expertise in data science methodology to develop new ways of leveraging Telecommunication data to uncover insights and aid in managements decision making process.
Key responsibilities included performing statistical analyses, EDA, Predictive Modelling, mapping company data into actionable metrics to facilitate the decision making process of our key stakeholders and leveraging statistical/machine learning in Telecommunication application.