JITHIN P JAMES
Kannur
Summary
Accomplished data analyst with 10 years of experience in data science and software engineering, expert in artificial intelligence and natural language processing (NLP). Key achievements include leading a team to develop an automated audience suggestion module that enhanced cross-platform marketing strategies, and creating a natural language search capability for a chat assistant that improved user interaction significantly.
Overview
11
11
years of professional experience
Work History
Data Science Team Lead
Shopalyst Technologies
02.2019 - Current
- Developed Natural Language Search capabilities for the Maia Chat Assistant application, incorporating context awareness through LLM fine-tuning, intent classification, and entity identification.
- Created an automated audience suggestion module for cross-platform digital marketing by applying text similarity techniques.
- Automated data mining for e-commerce trends, contributing to the development of a SaaS application.
- Designed models for standardized product classification, forming a global product knowledge graph encompassing over 40 million products.
- Built NLP models for ONDC product classification, enabling accurate categorization of products within the ONDC hierarchy.
- Engineered a sophisticated process for extracting and recommending trending product attributes.
- Developed and deployed a scalable brand identification system using text and image analysis, including logo detection, enhancing brand identification accuracy from 70% to 95%.
Software Engineer
IBM India Pvt Ltd
07.2013 - 02.2019
- Developed and maintained batch jobs for data product generation for Fortune 1000 clients.
- Created a defect detection model using historical peer review data, reducing defects from 2% to below 1% in delivered products.
Education
M.Tech - Data Science & Artificial Intelligence
IIIT Kottayam
Kottayam12-2024
ME - Power Electronics & Drives
PSG College of Technology
Coimbatore06.2013
Skills
- NLP
- AI
- Machine Learning
- Analytics
- OpenAI fine tuning
- Computer Vision
- Python (Pandas, NLTK, Numpy, Spacy, Tensorflow, Seaborn etc)
Timeline
Data Science Team Lead
Shopalyst Technologies
02.2019 - Current
Software Engineer
IBM India Pvt Ltd
07.2013 - 02.2019
M.Tech - Data Science & Artificial Intelligence
IIIT Kottayam
ME - Power Electronics & Drives
PSG College of Technology
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