Pradeep T. profile photo 1 on Tal

Pradeep T.

Building simple applications for mass consumption

Bengaluru

12+ years of work experience

Glance
Jan 20251 yr 10 mosPresent

Greater Bengaluru Area

Glance
Jan 20232 yrsDec 2024

Glance
May 20211 yr 8 mosDec 2022

Bangalore Urban, Karnataka, India

Fynd (Shopsense Retail Technologies Pvt. Ltd.)
Feb 20174 yrs 3 mosApr 2021

Mumbai Area, India

Built machine learning and research team of size 35+ in 1 quarter and made positive product mindset ecosystem, which built and delivers creative cutting edge innovative ML solution in CV via DL, AR, NLP and Video analytics verticals for internal/external use Highlight - Team Building, build/tracking road map and grooming engineers - Lead technical decisions on ML products - developed Auto meta code - auto orchestration workflow pipeline from any python code repo/swagger via meta programming - it reduces deployment effort and saves times for rapid prototyping for any python based app - Dobby - (ML catalogue service)- product ideation , design , development with stable deployment it reduced man power and saved time to on board more brand on fynd platform - Developed Kafka generic pipeline with auto schema inferencing for any dataset at scale - Built Dynamic API - Sql query to API with custom pre processor via slack, UI and CLI - 1k+ api were created by non developer with zero coding experience - built Scrapping tool with scheduling, auto data cleaning/inferencing and dynamic response processing at scale - Built scalable architecture and configuration driven solution for inventory integrations with some of the largest retailers at Store / Warehouse / Head Office level
Self Employed
May 20151 yr 10 mosFeb 2017

Mumbai Area, India

New York Based Corporate rating company - Create and manage end to end scalable data platform for organisation - Scrapping, ETL, BI and Data Modeling - Custom UI development with Angular - Search engine for crawled data with help of Elasticsearch - Weak AI, Product Tagging - Managing team size of 3 India's Leading E-commerce startup - Did inventory integration with 25+ unique point of sale systems (like Microsoft dynamics CRM, Retail Pro, Ginesys POS etc) - created clustered java job's management to manage 150+ inventory vendors - created internal slack plugin to manage day to day repetitive work - created distributed crawler with help of PhantomJS, MongoDB and Redis - AWS Infra setup automation with Ansible - was involved in product from planning till product got into stable state Mumbai based Uber style home cleaning startup - Created, managed and delivered end to end scalable solution for home cleaning business - Created Hybrid App using IONIC - Service oriented backend services using Java8, Spring Boot, MongoDB, Elastic Search - Internal portal to manage orders using AngularJS and Bootstrap - Manged interns and team size of 4 - Infra setup on Digital Ocean - was involved in product from planning till product got into stable state
Fractal Analytics
Dec 20146 mosMay 2015

Mumbai Area, India

- Was involved in designing and developing one of the leading business intelligence product(Retail Domain) - Created OLAP editor canvas with D3JS and AngularJS - Created data modeling module which generates OLAP Xml, Neo4J Cypher queries and DB vendor specific SQL script dynamically. - Integrated and customized WSO2 API manager to manage BI product public data API inventory and keep track and billing of API usage.
Capgemini
Nov 20131 yr 1 moNov 2014

Mumbai Area, India

Recruiter Workspace(RWS) for World Leading Recruiting Company - Developed the framework to integrate Job Posting Distributor in the product. - Got involved in designing the module flow and documenting the design including UML diagrams, developing and unit testing modules following the design. - Integration had achieved and maintained stability right since the first deployment. - Integrated Adobe Omniture analytic suite for purpose of Web Analytics. - Did SSO with Spring Security SAML LM for World Leading Cruise Company - Requirement gathering, identifying Use Cases and understanding the flow specifications - Module integration with Tibco EMS via Spring JMS - Developed as Single Page App with AngularJS and BootStrap - Exposed document based web services for third party. - Logs management via ELK stack - Managed team size of 3

Education

Bachelor of Science (B.Sc.), Information Technology

Rajiv Gandhi College

20073 yrs2010

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Headline

Building simple applications for mass consumption

About

16+ years of self-driven and diverse experience within multiple product-development organizations. Experience includes planning, team building, designing and hands-on coding, rapid prototyping, defining & advocating standards, leading quality improvement initiatives, architecting, cross-functional collaboration and identifying the next set of business challenges and gaps.

Location

Bengaluru

Work experience

Senior Director of Engineering at Glance, Jan 2025 - Present · 1 yr 10 mos, Greater Bengaluru Area

Director of Engineering at Glance, Jan 2023 - Dec 2024 · 2 yrs

Staff Engineering Manager 2 at Glance, May 2021 - Dec 2022 · 1 yr 8 mos, Bangalore Urban, Karnataka, India

Principal Architect (Applied ML / R&D) at Fynd (Shopsense Retail Technologies Pvt. Ltd.), Feb 2017 - Apr 2021 · 4 yrs 3 mos, Mumbai Area, India, Built machine learning and research team of size 35+ in 1 quarter and made positive product mindset ecosystem, which built and delivers creative cutting edge innovative ML solution in CV via DL, AR, NLP and Video analytics verticals for internal/external use Highlight - Team Building, build/tracking road map and grooming engineers - Lead technical decisions on ML products - developed Auto meta code - auto orchestration workflow pipeline from any python code repo/swagger via meta programming - it reduces deployment effort and saves times for rapid prototyping for any python based app - Dobby - (ML catalogue service)- product ideation , design , development with stable deployment it reduced man power and saved time to on board more brand on fynd platform - Developed Kafka generic pipeline with auto schema inferencing for any dataset at scale - Built Dynamic API - Sql query to API with custom pre processor via slack, UI and CLI - 1k+ api were created by non developer with zero coding experience - built Scrapping tool with scheduling, auto data cleaning/inferencing and dynamic response processing at scale - Built scalable architecture and configuration driven solution for inventory integrations with some of the largest retailers at Store / Warehouse / Head Office level

Independent Full Stack Developer at Self Employed, May 2015 - Feb 2017 · 1 yr 10 mos, Mumbai Area, India, New York Based Corporate rating company - Create and manage end to end scalable data platform for organisation - Scrapping, ETL, BI and Data Modeling - Custom UI development with Angular - Search engine for crawled data with help of Elasticsearch - Weak AI, Product Tagging - Managing team size of 3 India's Leading E-commerce startup - Did inventory integration with 25+ unique point of sale systems (like Microsoft dynamics CRM, Retail Pro, Ginesys POS etc) - created clustered java job's management to manage 150+ inventory vendors - created internal slack plugin to manage day to day repetitive work - created distributed crawler with help of PhantomJS, MongoDB and Redis - AWS Infra setup automation with Ansible - was involved in product from planning till product got into stable state Mumbai based Uber style home cleaning startup - Created, managed and delivered end to end scalable solution for home cleaning business - Created Hybrid App using IONIC - Service oriented backend services using Java8, Spring Boot, MongoDB, Elastic Search - Internal portal to manage orders using AngularJS and Bootstrap - Manged interns and team size of 4 - Infra setup on Digital Ocean - was involved in product from planning till product got into stable state

Senior Analyst at Fractal Analytics, Dec 2014 - May 2015 · 6 mos, Mumbai Area, India, - Was involved in designing and developing one of the leading business intelligence product(Retail Domain) - Created OLAP editor canvas with D3JS and AngularJS - Created data modeling module which generates OLAP Xml, Neo4J Cypher queries and DB vendor specific SQL script dynamically. - Integrated and customized WSO2 API manager to manage BI product public data API inventory and keep track and billing of API usage.

Consultant at Capgemini, Nov 2013 - Nov 2014 · 1 yr 1 mo, Mumbai Area, India, Recruiter Workspace(RWS) for World Leading Recruiting Company - Developed the framework to integrate Job Posting Distributor in the product. - Got involved in designing the module flow and documenting the design including UML diagrams, developing and unit testing modules following the design. - Integration had achieved and maintained stability right since the first deployment. - Integrated Adobe Omniture analytic suite for purpose of Web Analytics. - Did SSO with Spring Security SAML LM for World Leading Cruise Company - Requirement gathering, identifying Use Cases and understanding the flow specifications - Module integration with Tibco EMS via Spring JMS - Developed as Single Page App with AngularJS and BootStrap - Exposed document based web services for third party. - Logs management via ELK stack - Managed team size of 3

Education

Bachelor of Science (B.Sc.), Information Technology, Rajiv Gandhi College