Personal details

Tanisha B. - Remote data scientist

Tanisha B.

Freelance ML Engineer
Based in: 🇮🇳 India
Timezone: Kolkata (UTC+5.5)

Summary

6 years of experience in building and managing AI Systems.

  • I develop end-to-end AI systems from requirements analysis, and data gathering to deployment, implementing new methods/research papers, and turning projects into research outcomes. I have achieved substantial performance in DL/ML/RL models for CV and NLP domain problems.
  • Implementing and deploying projects handling and maintaining scalability, research papers as well as POCs.
  • Project planning, requirements gathering, and analysing requirements to define the system's architecture, and implementation timeline.
  • Provide mentoring to junior developers for ML projects.

Website: roshantanisha.github.io/?ref=codementor

Summary:
I like to work on technology that is smart, simple and sophisticated. This sums up the vast knowledge required to work on projects to excel in a working product. I like to train Deep Neural Networks and understand them well.

I have mentored many students for their AI careers, teaching them Machine Learning and Mathematics. I am a mentor for the RFS (Reach for the Stars) Programme by the Aga Khan Education Board for India. I am an alumnus of this program as well.

I have a cumulative experience of 6 years working in the product and service-based industry for creating Machine Learning projects.

I have done some innovative work that I am proud of and am continuing to do so. I try my best to contribute my expertise to the project I am working on.

Highly Experienced in Machine Learning, Deep Learning, Advanced Deep Learning, Artificial Intelligence, and Algorithms, including models in the production environment, and deploying ML models. Working with top Indian colleges like BITS, niche NLP and CV, real-estate startups, MNCs, and Fortune top 20 companies, working with sensitive anonymized datasets, and creating state-of-the-art models are some of my achievements. I have strong and correct knowledge of Deep Learning concepts from the above experiences.

Work Experience

Freelance ML Engineer
Self Employed | Aug 2020 - Present
Git
Flask
Machine Learning
Python 3
Kubernetes
AI (artificial intelligence)

Freelance ML Engineer who has worked in areas of NLP, CV, RL, and other niche and interesting areas like Federated Learning, Distributed Learning, Representation Learning. Worked with fortune top 20 companies, niche NLP startups, and 100-year-old companies as well for AI projects and applications.

Have implemented papers from DeepMind in the RL domain, medical domain, news media domain, and industrial, among many others.

Visiting Faculty
Ganpat University | Aug 2021 - Oct 2021
Python
NumPy
Pandas
TensorFlow

Teaching Machine Learning to MSc - IT students.

Education

L. D. College of Engineering
Bachelor of EngineeringComputer Engineering
Jul 2013 - Jun 2017

Personal Projects

Conversion Funnel Prediction and AnalysisIconOpenNewWindows
2019
Flask
Matplotlib
Python 3
Cython
Keras
• Created different Machine Learning models from custom CRM data to predict the conversion rate at different steps of end-users. • Won the best model among top 3 companies competing. • Implemented an optimized search procedure for data augmentation for returning predictions, and deployed it on GCP Server using Flask, nginx, and VM.
Loan Default Prediction
2019
Flask
Laravel
Angular 8
Ml libraries
• Built a model to predict the propensity whether a loan applicant/holder would default or not. • Created easy to use UI for filling details, and getting results in the form of graphs.

Certifications & Awards

Certificate of Appreciation, SilverTouch Techlabs.
Issued by SilverTouch Techlabs | Nov 2019
Certificate of Merit (Runner Up), Kaizen 2K17 Final Year project competition
L. D. College of Engineering, Ahmedabad (Gujarat) | Apr 2017