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Charmi Chokshi
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Charmi Chokshi
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IT Technical Advisor / AI PM

Natural Resource Canada (
NRCan
⁠
), Canada
Duration: April 2024 - Present
Work done:
IT System Architecture & Development: Lead the design, development, and implementation of IT systems, ensuring scalability, integration, and alignment with business needs.
AI/ML & R&D Leadership: Drive innovation in AI/ML applications for geochemistry and geophysics, managing research projects and collaborating with scientists.
Process Optimization & Agile Execution: Enhance IT workflows, establish development standards, and serve as a Scrum Master to promote agile best practices.
Public launch:
Geospatial environmental, social and governance rating tool
⁠
⁠
Post:
https://www.linkedin.com/posts/charmichokshi_global-supply-chains-for-critical-raw-materials-activity-7386119136797700096-TsdX?utm_source=share&utm_medium=member_desktop&rcm=ACoAAB0M2McB-6A2wVGflsgeRuNjWnvDmlHCoyM
⁠
⁠

Machine Learning Engineer

Logistixian Technologies Pvt Ltd (
Shipmnts.com
⁠
), India
Duration: July 2019 – July 2021
Work done:
Information Extraction from unstructured documents: Implemented a generalised one-shot Learning model for extracting 80+ Singular and Complex Tabular fields from documents that reduced manual data-entry work from 20 to 5 minutes per document set.
Zero-shot Learning: Observed the annotation challenges faced by the users and proposed & lead information retrieval on unseen documents using NLP and CV that increased job annotation speed by 3X.
Self-learning based feedback mechanism: Built and deployed a Federated Learning and Reinforcement Learning inspired model to improve data extraction and standardisation using online-learning from data collected from all the clients, respecting data privacy.
Other Responsibilities: Mentor junior developers, sprint planning, feature prioritisation, client handling, conducting UAT, interviewing for mid to senior level roles

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