Shubham Dawande — Lead ML Engineer
With over 7.5 years of experience, I am a seasoned data scientist specializing in developing cutting-edge AI solutions across diverse sectors including insurance, legal, banking, and e-commerce. My expertise lies in harnessing LLMs through techniques such as supervised fine-tuning, RLHF and knowledge retrieval for applications like conversational agents and workflow automation. In my previous roles, I focused on enhancing e-commerce user conversions via deep learning based personalized recommender systems. Furthermore, I have extensive experience in utilizing computer vision models for real-time object segmentation and tracking, particularly in virtual try-on and traffic monitoring solutions. I’ve also gathered extensive experience in implementing pipelines for model serving, CI/CD, and monitoring. [ Industry expertise ] • Core competencies: Document Extraction and Analysis (NER, Classification), Conversational AI, Product Recommendation Systems, Computer (Object Detection, Tracking), Image Generation, Retrieval-Augmented Generation, Prompt Engineering, MLOps, Text Embeddings (Word2Vec, Transformer based) • ML Stack: Pytorch, Huggingface Transformers, LangChain, Spacy, Flask, Pandas, Tensorflow, NLTK • Languages: Python, Bash Scripting, C, Javascript (Nodejs), MATLAB • Databases: MongoDB, Chroma, SQL Server, Elasticsearch, Redis • Cloud Technologies: Azure AI, AWS, Docker, CI/CD [Blog] • https://medium.com/@shubhamdawande [ Github ] • https://github.com/shubhamdawande [ Publications ] • https://ieeexplore.ieee.org/document/8077045
Stackforce AI infers this person is a Data Scientist specializing in AI solutions for E-commerce and Fintech industries.
Location: Pune, Maharashtra, India
Experience: 8 yrs 3 mos
Skills
- Natural Language Processing (nlp)
- Large Language Models (llm)
- Computer Vision
- Deep Learning
- Recommender Systems
- Machine Learning
Career Highlights
- 7.5 years of experience in AI solutions development.
- Expertise in LLMs and NLP for diverse sectors.
- Proven track record in enhancing e-commerce user conversions.
Work Experience
THG
Senior ML Engineer (1 yr 3 mos)
Simplifai
Senior Data Scientist (NLP) (2 yrs)
Sprie
Principal ML Engineer (1 yr 9 mos)
Spacejoy
Software Engineer (ML) (2 yrs)
Homefuly
Software Engineer (6 mos)
Kontiki Innovation Labs
Software Developer (1 mo)
MediaTek
Senior Engineer (1 mo)
Engineer (10 mos)
Indian Institute of Technology, Bombay
Graduate Teaching Assistant (5 mos)
Education
Master’s Degree at Indian Institute of Technology, Bombay
Bachelor’s Degree at Indian Institute of Technology, Bombay
