Aug 2020 – Oct 2021 · 1 yr 2 mos · Noida, Uttar Pradesh, India

• Developed a world first kitchen assistant ecosystem comprising of NLP based ingredient recipe search, auto meal planning & live cooking classes(100+ concurrent live users) .
• Designed payment, wallet and referral system in main 'Miskaa' app and 2 supporting app 'Miskaa teacher' and 'Miskaa Moderator'.
• Hired & managed 15+ interns for android, frontend & backend development(all things tech).
• Result: 400k times used, 15k users, 7k meal plans created, 50+ paid subscribers and 100+ live cooking classes conducted on miskaa ecosystem.
• Supported by 'Aws Activate', 'Google Cloud for Startups'. ($35k Tech Funding).
• Recognised under Startup India programme & Incubated under 10000 Startups Initiative.
• Enjoyed working and learning with amazing team and some interns later on fetched the highest campus offers from Meesho etc.
• Tech Stack : Python, MongoDB, AWS, Redis

Mar 2019 – Jul 2020 · 1 yr 4 mos · Noida Area, India

• Developed a customer churn prediction model} for B2B business.
• Result: Prevented churn for strategic enterprise customers like Mahindra, Vedanta etc. with total avg. revenue of 23K$/month.
• Created Analyser tool for procurement process optimisation score.
• Result: Improved pre-sales engagement and post-sales efficiency of new enterprise customers with annual spend of 0.5 to 3 M$.
• Implemented real time item life cycle tracking system by aggregating kafka streaming data get insights regarding fulfillment.
• Result: Used by customer success team to analyse and reduce TAT for different order stages and improve customer OTIF.
• Tech Stack:Python, Pandas, Scikit-Learn, MYSQL

Jun 2018 – Mar 2019 · 9 mos · Pune Area, India

• Developed healthcare models comprising computer vision and deep learning.
• Speeded up object detection architecture(Faster-RCNN) in existing models using YOLO technique for faster processing and better accuracy.
• Improved transfer learning based image classification model.
• Researched for new models for integration in core functionality of product.
• Implemented evaluation methods of object detection and classification models for efficient upgrades.
• Shipped models into production through a spark based data platform.

Jul 2017 – Mar 2018 · 8 mos · Hyderabad Area, India

• Worked in Data Intelligence Products Development Team involving REST APIs, NLP, Data Processing and Extraction & Smart Insights.
• E-commerce Chat Bot
• Successfully built and deployed NER recognition API and ’part of speech’ tagger NLP API.
• Tech Stack: Stanford NLP & Java.
• Life Science Contextual Search Platform
• Implemented rules and algorithms in python for pre-processing of large life science datasets.
• Tech stack: Python, Shell, AWS.
• Wrote solr schema and search handlers for both project for APIs integration with Apache solr search database.

Jan 2016 – Feb 2016 · 1 mo · Gurgaon, India

• Designed and implemented an open source statistical analysis tool - SmartR.
• An R-based web application that uses OpenCPU API.
• Learnt about designing tech architecture, selecting correct tech stack and project scope.
• Project link - https://namangt68.github.io/smartR/