Mandeep Bawa

Experience

• 

  OSS - Open Student Society

  Jan 2018 - May 2021

  Core Committee member
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  Elseem Innovations Pvt Ltd

  Dec 2018 - Dec 2018

  Machine Learning Engineer

  Real Time Recommendation System for Movies using Hybrid Filtering

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  Elseem Innovations Pvt Ltd

  Apr 2019 - Jul 2019

  Developer, Team Leader

  Developed Socials Web App aimed to spread social belonging.

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  Career Development Cell, IIT Dharwad

  Sept 2019 - May 2021

  Internship & Placement Cell

  • Public Relation Coordinator

    Jul 2020 - May 2021

  • Technical Team Lead

    Sept 2019 - Jul 2020
• 

  NVipani Technology Solutions

  Jan 2021 - Aug 2021

  Software Developer
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  Gray Wolf Analytics Inc.

  Jan 2021 - Jun 2021

  Researcher | Software Developer

  Worked on Bitcoin Address Classification, Data Analysis on Decentralized exchanges, Backend Engineer on DeFi Platform

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  Borneo

  Aug 2021 - Aug 2022

  Recruited candidates for internship and full time software positions in Borneo - End to End (OCR) Image extraction model, Text Extraction PDF model,- Sensitivity Infotypes (AADHAAR, PAN, UPI, VOTER ID ..) Detection,- Supervised Sensitive Infotypes Detection model, Priority Scan Model,- Sequence Based/ Behavioral Anomaly Detection Model on Logs

  • Technical Recruiter

    Jul 2022 - Aug 2022

  • Data Scientist

    Aug 2021 - Aug 2022
• 

  UNB’s J Herbert Smith Centre (JHSC)

  Oct 2022 - Aug 2023

  Data Scientist | Cloud Solution Architect

  - Developed a phishing website classifier using TF-IDF features and NLP tools to detect malicious sites with high accuracy.- Processed over 280 million websites, employing clustering algorithms to identify patterns and correlate bad actors. Discovered and flagged crypto addresses tied to malicious activities through automated logins, with reports submitted to cyber authorities.- Deployed a website and presented findings to crypto exchanges, successfully gaining their buy-in for further collaboration and security enhancements. Show less

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  Gray Wolf Analytics

  Oct 2022 - Aug 2023

  Data Scientist

  - Extracted graphical features using cypher queries in neo4j to create gradient boosting model for bitcoin address classification. Integrated binance, tron, zcash and bitcash blockchain using graphql.- Created micro-services to integrate ML based use-cases.

• 

  Fiddlehead Technology

  Sept 2023 - now

  Data Scientist

  - Developed 36x8 region-specific machine learning models to forecast canopy field yields for McCain across Canada and the US. Integrated weather forecasts and soil data to enhance precision. Achieved a 40% performance improvement over traditional analytical methods.- Built a Risk Identification Model to predict drivers at higher risk of accidents. The model was deployed to monitor truck drivers across Canada, with plans to scale into the US for broader coverage.- Project Lead: Pioneered a Generative AI use case leveraging the RAG Snowflake stack to extract insights from documents. Implemented Graph RAG using open-source tools to visualize document connections in a graph structure. Show less