Soumitr Dubey — AI Researcher
Soumitr is an experienced Data Scientist with 8 years of expertise in various advanced technologies and methodologies, including Python, Keras, Caffe, C++, C, Convolutional Neural Networks (CNNs), Machine Learning, Natural Language Processing (NLP), Recommendation Systems, Search systems, LLM, Data Science, Computer Vision (CV), FPGA, and Verilog. He holds a Bachelor of Technology (BTech) and a Master of Science by Research (Dual Degree) from IIIT Hyderabad. His professional interests and passion lies in Data Science, Recommendation Systems, Search Systems, Personalization, NLP, CV, Machine Learning, and CNNs. Professional Experience - Careem: Developed systems to identify supply stress in the market and adjust demand and supply by reducing the discovery radius, resulting in an increase in revenue by 80,000 USD per week. Created a search system using embeddings from OpenAI and fine-tuned large language models (LLMs), leading to a 0.33 percentage point improvement in conversion rates. Utilized prompt engineering to enhance relevance. - Walmart: Designed a system to intelligently prompt users to renew their memberships, significantly boosting Walmart's revenue by 1 million USD per day. - Reliance Jio AI Center of Excellence (COE): Contributed to data science initiatives for Jio News offerings. Played a key role in translating business problems into data science problems, including scope definition, data cleaning, exploration, feature engineering, feature selection, modeling, prototype building, algorithm documentation, insight generation, and productionizing solutions. - Shipmnts: Founding member of the data science team. Contributed to multiple machine learning solutions, including a recommendation engine for freight, scheduling systems, smart inbox features, and pricing algorithms using NLP and deep learning techniques. - Tonbo Imaging: Began his career by developing various applications in imaging, computer vision, machine learning, and deep learning.
Stackforce AI infers this person is a Data Science expert with a focus on Machine Learning and AI in SaaS and Media industries.
Location: Dubai, United Arab Emirates
Experience: 10 yrs 4 mos
Skills
- Machine Learning
- Data Science
Career Highlights
- Increased revenue by $1 million daily at Walmart.
- Developed personalized recommendation systems for Jio News.
- Expert in machine learning and deep learning technologies.
Work Experience
Careem
Senior Data Scientist II (3 yrs 11 mos)
Walmart
Data Scientist III (9 mos)
Jio
Senior Data Scientist (8 mos)
Data Scientist, AI COE (2 yrs 3 mos)
Shipmnts
Machine Learning Engineer (1 yr)
Tonbo Imaging
Member Of Technical Staff (1 yr)
IIIT Hyderabad
Research Fellow (10 mos)
Inria
Intern (2 mos)
Education
Master's degree at IIIT Hyderabad
BTech - Bachelor of Technology at IIIT Hyderabad
