Aditya Kose
Senior Data Scientist
Bangalore
Summary
Highly skilled and results-driven Senior Data Scientist with 9 years of comprehensive experience in developing state-of-the-art Generative AI, Machine Learning, and Deep Learning applications. Proficient in leveraging advanced analytics, natural language processing, and predictive modelling techniques to derive actionable insights and drive business growth. Seeking a challenging Senior Data Scientist role where I can utilize my expertise to develop innovative solutions and contribute to the success of cutting-edge projects.
Expertise in TensonFlow, PyTorch, Scikit-learn, Keras, Numpy, Pandas, NLTK, spaCy, XGBoost, SciPy libraries and GCP, AWS, SAP HANA Cloud.
Overview
2026
2026
years of professional experience
4
4
years of post-secondary education
1
1
Certification
3
3
Languages
Work History
Senior Data Scientist
WorkFusion
6 2022 - Current
- Led the end-to-end development of a large language model for WorkFusion's generative AI application
- Implemented custom embeddings using Lang Chain, Hugging Face, Chroma DB, and Google Vertex AI
- Played a key role in requirement gathering, data modelling, and solution design
- Leveraged Python, Flask, Docker, and Google Cloud to build scalable and robust AI solutions
- Utilized advanced techniques such as transfer learning and attention mechanisms for model optimization.
- Conducted research on LLM fine-tuning & efficient deployment and optimized models.
- Researched efficient transformer architectures (FlashAttention, Sparse Transformers) to improve processing speed.
- Researched synthetic data generation techniques for model training and augmentation.
- Implemented LoRA, QLoRA, and PEFT techniques to optimize LLM training while reducing computational costs by 10-15%.
- Deployed optimized LLMs on cloud (AWS, GCP)and edge devices, by reducing API latency.
Data Scientist
EY (Ernst and Young)
02.2020 - 06.2022
- Developed machine learning KPIs for Chief Revenue Officer to intelligently monitor business performance
- Designed and implemented product sentiment analysis and revenue forecasting solutions
- Utilized Python, XGBoost, NLTK, and Word2Vec for data analysis and modelling
- Employed hyper parameter optimization techniques to fine-tune machine learning models for improved accuracy.
Data Scientist
SAP Labs, Bangalore
05.2016 - 02.2020
- Led the development of analytical apps for SAP Customer Service industry, enabling efficient monitoring and analysis of business processes
- Designed backend and frontend components using SAP Core Data Services, SAP Fiori, and SAP OData services.
- Built SAP conversational AI chat bot for customer assistant.
- Leveraged machine learning models to provide actionable insights for service orders, technician allocation, and service contract management
- Implemented data filtering, visualization, and analysis techniques to optimize business operations.
- Built SAP Supply chain management analytical dashboard.
- KPI's for optimizing inventory, logistics planning and improve overall efficiency.
- KPI's for supply chain planning and execution.
Software Developer
Hubble Connected, Bangalore
06.2015 - 05.2016
- Developed Android and iOS applications for video monitoring and cloud-based storage using Java and AWS services
- Implemented RESTful web services and Maven framework for API development
- Ensured adherence to quality standards and coding guidelines throughout the development lifecycle.
Education
Bachelor of Engineering in Computer Science & Engineering -
Oriental College of Technology
01.2011 - 01.2015
Skills
- LLM
- Generative AI
- Deep Learning
- Machine Leaning and ML Pipelines
- NLP
- Data Structures & Algorithms
- Docker
- Python
- Java
- Strong problem-solving skills and analytical mindset
- Committed to delivering high-quality results
- Effective team leader and player with excellent communication skills
Certification
Generative AI with Large Language Models, Coursera
Accomplishments
- Authored blogs and posts on advanced topics in AI and NLP for company forums.
- Contributed codebase for enhancing reusability in SAP Analytics Applications.
Personal Information
Timeline
Data Scientist
EY (Ernst and Young)
02.2020 - 06.2022
Data Scientist
SAP Labs, Bangalore
05.2016 - 02.2020
Software Developer
Hubble Connected, Bangalore
06.2015 - 05.2016
Bachelor of Engineering in Computer Science & Engineering -
Oriental College of Technology
01.2011 - 01.2015
Senior Data Scientist
WorkFusion
6 2022 - Current
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