Cloud And Software Developer

• Oct 2022 - Present

Data Scientist - 2

• May 2019 - Oct 2022

• Patent - System and Method to Reduce Noise in a Group of Elements - Detection of outliers in a group of items for improving recommendation quality thereby revenue. • Generalised attribute extraction e-commerce - Created python library for attribute extraction using CRF-LSTM, transformers based language models, GPT-J. • SaaS graph based real-time/batch personalisation - Real time recommendations, trending recommendations, personalised home page recommendation ribbon title. • Superheroes comic merchandise recommendation - EDA. FP-growth, user-based & content-based recommendations using LSI. • Batch recommendations OTT - Built implicit collaborative filtering, sequence modelling, content, statistical recos. • Question answering system micro-service - ElasticSearch, DistilBERT chatbot on OTT domain. • Voice controlled personal assistant telecom domain - Training model, intent detection & NER using RASA NLU & DeepPavlov. - Text to SQL generation for analytic & predictive queries. - Built UI using HTML & javascript. • Click-stream event collection library - Integrated generalised Google Tag Manager custom tags for Shopify, Magento, Android & iOS. • Argoid SaaS e-commerce meta-schema - Created e-commerce meta-schema for aligning different customers data-sets to a single data schema. • Argoid SaaS ingestion, processing pipelines & dashbards - Created Apache NiFi ingestion pipelines, spark jobs. • Argoid SaaS workflow orchestration module - Automated Airflow DAG controller & deployment using extendable templates. • Argoid business team - Analysis of customisation layer for recommendation & different types of personalisation. - Customer fitment analysis for e-commerce, OTT, UGC, e-books, podcast domain customers by checking customer website, Google Analytics & Hotjar. - Competition analysis for the business & marketing team. - Mentoring junior developers. Show less

Data Scientist

• Jul 2017 - May 2019

• Sentienz Brainiac - digital assistant on OLAP cubes - Built the natural language voice querying - RASA NLU intent detection & NER ML REST endpoints - Created pitch deck, demo video, product logo. - Won SAP Innovation Award 2018 & got accepted into SAP Startup Focus incubator • On premise private cloud - Configured Cisco Rack, DELL PowerEdge servers - Setting up networking, security - Virt-manager, Proxmox configuration - RAID redundancy, VM snapshots, VPN configuration, GPU configuration. - XQuartz debugging to resolve LAN network issues. Show less

Full Stack Developer

• May 2016 - Dec 2016

• Android developer - Real time data graphs from edge device. - Text, audio, video chat, Google Maps SDK. - Real time 3-D object rendering and motion tracking. - Authentication and registration server. - Static yoga app. • Android developer - Real time data graphs from edge device. - Text, audio, video chat, Google Maps SDK. - Real time 3-D object rendering and motion tracking. - Authentication and registration server. - Static yoga app.