monideepa roy
@monideeparoy
I build AI, machine learning, and data products that automate complex business decisions.
IndiaWhat I'm looking for
I've built AI and data products across IBM, iCertis, Saama, Vodafone, YuMe, and TSYS. Most recently, as a solopreneur, I created an MVP accelerator for music production, built an audio-processing pipeline, and delivered energy and labor-market analytics projects.
At IBM, I delivered a proof of concept that generated ransomware feature vectors from open-source training data, enhancing an in-house ransomware emulator. At iCertis, I developed a rule-recommendation ML pipeline and discovery customizations for strategic customers, including Intel and Lululemon, helping digitize more than 13,000 contracts.
At Saama, I built Regulatory Intelligence search data pipelines and Python APIs using Elasticsearch and Flask, while mentoring teammates and delivering critical pharmaceutical SOWs. At Vodafone, I built a churn model for Vodafone Ghana with an F1 score above 90% and supported personalized campaign targeting.
My work spans generative AI, LLMs, NLP, predictive analytics, cloud platforms, and end-to-end ML delivery. I bring experience working in Scrum and Kanban environments, leading delivery, mentoring colleagues, and translating complex business problems into practical data solutions.
Experience
Work history, roles, and key accomplishments
Solopreneur
Self Employed
Feb 2025 - Present (1 year 6 months)
Created an MVP of an accelerator tool for music production and an audio processing pipeline for a customer. Completed AI for Physics certification and worked on energy data analytics and predictive analytics.
Delivered a POC to generate ransomware feature vectors using open source training data, enhancing the in-house ransomware emulator. Completed certifications related to IBM watsonx.ai, flash systems, and storage insights.
Developed the rule recommendation ML pipeline and end-to-end development for clauses, attributes, obligations, and risks discovery for strategic customers. Led customizations for Intel and digitized 13k+ contracts for Lululemon.
Senior Consultant
Saama Technologies
Jan 2019 - Dec 2019 (11 months)
Created data pipelines for ingesting data into Elasticsearch and APIs for search logic using Python Flask. Mentored team members and delivered critical SOWs for anti-epileptic drugs and ADHD within Scrum framework.
Freelance Data Scientist
Freelance
Jan 2017 - Dec 2018 (1 year 11 months)
Helped a Data Science startup with customer analytics and performed advanced clustering of oceanography data using R. Wrangled data in Python with Pandas and NumPy.
Assisted with model deployment and campaign management, utilizing segmentation for personalized targeting. Mentored team members on predictive analytics with R.
Completed coding in R for predicting inactivity for Qatar model refresh with improved capture rate. Built churn model for Vodafone Ghana with >90% F1 score and migrated predictive models from SPSS to R.
Senior Software Test Engineer
YuMe
Jan 2016 - Dec 2017 (1 year 11 months)
Resolved issues related to win rate and spend of bidding engine with root cause analysis. Designed validation metrics and automated data validation, reducing validation efforts from 16 to 2 hours.
Oracle Database Administrator II
TSYS
Jan 2012 - Dec 2016 (4 years 11 months)
Resolved performance and concurrency issues in RAC environments and implemented payment gateway requirements for MasterCard, Visa, and Discover. Designed merchant churn model using predictive analytics with R, Rattle, and RapidMiner.
Education
Degrees, certifications, and relevant coursework
Malaviya National Institute of Technology, Jaipur
Bachelor of Technology, Electronics and Communication Engineering
2005 - 2009
Grade: 7.89/10
Pursued a Bachelor of Technology in Electronics and Communication Engineering, achieving a CGPA of 7.89 on a scale of 10.
The Assembly of God Church School, Haldia
High School Diploma, General Studies
1992 - 2004
Grade: 94% (X), 89% (XII)
Completed secondary education with 94% in X and 89% in XII, with 98% in Mathematics.
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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