Ritik Kumar profile photo 1 on Tal

Ritik Kumar

Product × Engineering @ Eightfold AI | Ex-SDE @ UKG | Backend Developer | Kafka | Redis | Distributed Systems | Mathematics | IIT Kharagpur ’25

Bengaluru

1+ year of work experience

Eightfold AI
Jul 20261 moPresent

Bengaluru, Karnataka, India

UKG
Jul 20251 yrJun 2026

Noida, Uttar Pradesh, India

Reporting Hub | Data Platform - Built scalable reporting and visualisation systems for workforce optimisation - Engineered a novel Intelligent Search service by developing a multi-stage pipeline using vector embeddings and a Vertex AI model to power real-time similarity search across 2,000+ critical dashboards. - Optimized the core recommendation system architecture, migrating key computational services to dedicated SQL resources to ensure high-availability and sub-second latency for personalized dashboards used by thousands of daily users. - Developed and deployed a robust, containerized scheduling framework to automate periodic data refreshes and recommendation updates, guaranteeing the integrity and timeliness of critical workforce optimization reports.
Taken - Blind Dating
Jun 20252 mosJul 2025

Bengaluru, Karnataka, India

- Built the Recommend Users (Vibes AI) feature end-to-end, from designing the matching logic and data pipelines to integrating it in the app. - Leveraged user interaction data and behavioral signals to personalize recommendations, boosting engagement and retention.
Symplora
May 20243 mosJul 2024

Bengaluru, Karnataka, India

- Optimized a recruitment software platform by integrating Zoom, Google Meet, and Gmail APIs to automate interview scheduling and candidate tracking. - Designed ATS modules with FastAPI and improved email/meeting management services, leveraging AWS Lambda for scalable third-party integrations. - Documented API collections in Postman, enabling seamless collaboration between developers and stakeholders.
GitHub
@imriitik
LeetCode
@imriitik
Codeforces
@riitik_2003

Ritik’s AI Stack

claude code
claude code
cursor
cursor
github copilot
github copilot
hugging face
hugging face
mcp
mcp

Education

Indian Institute of Technology, Kharagpur

Bachelor's degree, Mathematics and Computing

Indian Institute of Technology, Kharagpur

20214 yrs2025
FIITJEE

IIT-JEE Preparation

FIITJEE

20192 yrs2021

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Headline

Product × Engineering @ Eightfold AI | Ex-SDE @ UKG | Backend Developer | Kafka | Redis | Distributed Systems | Mathematics | IIT Kharagpur ’25

About

I’m a dedicated Backend Developer with experience designing scalable systems, integrating cloud services, and optimising software performance in both MNC and dynamic startup environments. I’ve built robust WFM and HR management modules and developed advanced, high-impact analytics features for mobile applications. Leveraging a strong background in competitive programming, I bring deep problem-solving skills and technical expertise in C++, Java, Python, Flask, FastAPI, AWS Lambda, and MongoDB. I am driven to create user-centric solutions that combine the technical rigor learned at a large corporation with the agility and innovation of hands-on startup experience, ensuring measurable business growth.

Location

Bengaluru

AI stack

claude code

cursor

github copilot

hugging face

mcp

Work experience

Forward Deployed Software Engineer at Eightfold AI, Jul 2026 - Present · 1 mo, Bengaluru, Karnataka, India

Software Engineer at UKG, Jul 2025 - Jun 2026 · 1 yr, Noida, Uttar Pradesh, India, Reporting Hub | Data Platform - Built scalable reporting and visualisation systems for workforce optimisation - Engineered a novel Intelligent Search service by developing a multi-stage pipeline using vector embeddings and a Vertex AI model to power real-time similarity search across 2,000+ critical dashboards. - Optimized the core recommendation system architecture, migrating key computational services to dedicated SQL resources to ensure high-availability and sub-second latency for personalized dashboards used by thousands of daily users. - Developed and deployed a robust, containerized scheduling framework to automate periodic data refreshes and recommendation updates, guaranteeing the integrity and timeliness of critical workforce optimization reports.

AI Software Engineer at Taken - Blind Dating, Jun 2025 - Jul 2025 · 2 mos, Bengaluru, Karnataka, India, - Built the Recommend Users (Vibes AI) feature end-to-end, from designing the matching logic and data pipelines to integrating it in the app. - Leveraged user interaction data and behavioral signals to personalize recommendations, boosting engagement and retention.

Backend Developer at Symplora, May 2024 - Jul 2024 · 3 mos, Bengaluru, Karnataka, India, - Optimized a recruitment software platform by integrating Zoom, Google Meet, and Gmail APIs to automate interview scheduling and candidate tracking. - Designed ATS modules with FastAPI and improved email/meeting management services, leveraging AWS Lambda for scalable third-party integrations. - Documented API collections in Postman, enabling seamless collaboration between developers and stakeholders.

Education

Bachelor's degree, Mathematics and Computing, Indian Institute of Technology, Kharagpur

IIT-JEE Preparation, FIITJEE

Public links

github: https://github.com/imriitik

leetcode: https://leetcode.com/imriitik

codeforces: https://codeforces.com/profile/riitik_2003