Neha Kumari

CEO

Hyderabad, Telangana, India7 yrs 9 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in scalable AI-powered solutions.
Led cross-functional teams to innovate media platforms.
Designed algorithms for personalized user engagement.

Stackforce AI infers this person is a SaaS expert specializing in scalable AI solutions and media optimization.

Contact

nehajsr.940729@gmail.com +918290890774 LinkedIn

Skills

Core Skills

AwsEvent-driven ArchitectureNatural Language ProcessingApisMedia OptimizationKafkaRecommendation AlgorithmsMean StackJavaNetworking

Other Skills

AlgorithmsAngularJSApache KafkaArtificial Intelligence (AI)CC++CachingCascading Style Sheets (CSS)CassandraCustomer ServiceData StructuresElasticSearchEncryptionGITHTML

About

I specialize in creating scalable, AI-powered solutions and robust infrastructures that drive system efficiency and user engagement. With expertise in event-driven architectures, personalized recommendations, and media optimization, I deliver impactful, data-driven outcomes. Dedicated to innovation, I turn complex challenges into streamlined, effective solutions.

Experience

Rizzle

3 roles

Senior Staff Engineer

Promoted

May 2023 – Present · 2 yrs 10 mos · Hyderabad, Telangana, India

Architected a scalable video creation platform using an event-driven model with AWS SQS, dramatically improving system scalability and streamlining development and debugging workflows.
Designed and implemented custom thumbnails system leveraging advanced natural language processing libraries to enable intelligent transcript generation and contextual analysis.
Led cross-functional team in developing an innovative prompt-to-maps generation system, designing end- to-end architecture and creating robust APIs that ensured seamless integration.
Engineered a media content routing platform integrating Getty and Storyblocks libraries, implementing rule-based engines and relevancy scoring models to optimize media retrieval.
Developed advanced caching mechanisms and intelligent rate limiting strategies that significantly en- hanced service performance and reliability.
Designed a comprehensive infrastructure framework enabling developers to write business logic with min- imal boilerplate, including Optimized MongoDB query strategies, Kafka producer/consumer implemen- tations, Client-side rate limiting for external APIs, Robust checkpointing system for resuming complex operations.
Implemented high-performance Kafka messaging infrastructure capable of handling 200,000 messages per second, strategically managing partitions, queue delays, and worker processes.
Constructed an advanced event processing pipeline leveraging Kafka and ElasticSearch, enabling real-time data processing and enhanced search capabilities.
Designed personalized recommendation algorithms for a short-video platform with 1.5M daily active users, implementing Edgerank-inspired news feed algorithm.
Designed personalized content discovery mechanisms using AWS Personalize, Abacus, and custom rec- ommendation algorithms.
Created data-driven feed experiment system that meticulously optimized user engagement, resulting in 20x surge in content creation and 10x increase in user platform interaction.

AWSKafkaElasticSearchMongoDBNatural Language ProcessingAPIs+4

Lead Software Engineer

Promoted

May 2021 – May 2023 · 2 yrs · Hyderabad, Telangana, India

Software Engineer

Feb 2020 – May 2021 · 1 yr 3 mos · Hyderabad, Telangana, India

Girnarsoft

2 roles

Software Developer

May 2018 – Jan 2020 · 1 yr 8 mos · Jaipur Area, India

Working as a MEAN Stack Developer in Connecto which is one of the product of GirnarSoft. Connecto is an add-on tool to customer website or simple widget to personalise customer website which helps customer to improve visitors engagement.
Major responsibility include new feature implementation according to client demands and performance improvement as a part of complete web cycle.

MEAN StackWeb Development

Graduate Engineering Trainee

Jan 2018 – Apr 2018 · 3 mos · Jaipur Area, India

Undergone 4 month of extensive classroom training on Basic java, Web Service, Spring, framework and Nodejs.
Worked on different sample projects involving core concept of java and NodeJs.

JavaNode.js

Arcelormittal

Internship

May 2017 – Jun 2017 · 1 mo · Kazakhstan

Worked in networking and network security team.
Created sub-network(LAN) and implemented network security solutions in ArcelorMittal’s Temirtau plant network.Set up configuration for Switch, firewall, and applied routing protocols, port forwarding on switch.Leveraged Zentyal firewall to protect computers from malicious traffic and deployed the proxy server on firewall.Employed various monitoring tools such as Observium, Spiceworks, Mantis, Sarg, Darkstat to monitor network traffic.

NetworkingNetwork Security