Ritesh K Gupta profile photo 1 on Tal

Ritesh K Gupta

SDE @Tal By Grapevine | Research Intern’23 @Samsung R&D Bangalore | IIT Roorkee ’24

Bengaluru

4+ years of work experience

Tal: the app where bosses hire directly
Jun 20264 mosPresent

Bengaluru

Microland Limited
Sep 20241 yr 9 mosMay 2026

Bengaluru

Built and deployed an AI-powered ATS backend with a scalable async resume ingestion pipeline (500+ resumes/day), enabling parsing, data extraction, and ML-based candidate scoring. Implemented semantic matching using Qdrant + Azure OpenAI embeddings and automated interview scheduling via Microsoft Graph API, reducing recruiter effort by ~60%. Designed a workflow engine for end-to-end hiring lifecycle with job board integrations and real-time analytics via Grafana. Improved release reliability through CI/CD automation. Developed an agentic AI video interview system using LiveKit and HeyGen, orchestrating a real-time LLM–STT–TTS pipeline for low-latency, adaptive interviews. Designed a multi-agent architecture for response evaluation, async scoring, and early termination, enabling ~80% automated candidate filtering and ~18% cost reduction.
Microland Limited
Aug 20242 mosSep 2024

Bengaluru, Karnataka, India

Samsung R&D Institute India
May 20233 mosJul 2023

Bengaluru, Karnataka, India

Evaluated ML-based point cloud compression approaches for AR/VR streaming, comparing G-PCC standard techniques with learned methods across compression efficiency and reconstruction quality. Built an adaptive voxel-based compression pipeline using a 3D CNN, achieving 40% reduction in file size and 25% faster transmission, improving real-time AR/VR rendering performance.
Corporate Interactions Group
May 20221 yr 1 moMay 2023

Indian Institute of Technology ,Roorkee

Leading the Web development team of CIG IITR.
Artificial Intelligence and Electronics Society (ArIES)
May 20221 yr 1 moMay 2023

Indian Institute of Technology,Roorkee

Member of the Electronics Team.
Corporate Interactions Group
Jul 202111 mosMay 2022

Indian Institute of Technology ,Roorkee

Full-Stack Web Developer at Corporate Interaction Group IITR.

Education

Indian Institute of Technology, Roorkee

Bachelor of Technology - BTech, Electrical and Electronics Engineering

Indian Institute of Technology, Roorkee

20204 yrs2024
Dakshana foundation

Dakshana foundation

20172 yrs2019

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Ritesh K Gupta on Tal

Headline

SDE @Tal By Grapevine | Research Intern’23 @Samsung R&D Bangalore | IIT Roorkee ’24

About

I'm a full-stack developer with a strong interest in system design and building at scale. I enjoy thinking in terms of distributed systems — understanding trade-offs, failure points, and performance under load. I've worked across backend systems and AI-driven applications, focusing on reliability, safety, and production readiness. Beyond implementation, I aim to understand the “why” behind system design decisions and continuously improve how systems are built and scaled.

Location

Bengaluru

Work experience

Software Engineer at Tal: the app where bosses hire directly, Jun 2026 - Present · 4 mos, Bengaluru

Software Developer -Automation & Platforms at Microland Limited, Sep 2024 - May 2026 · 1 yr 9 mos, Bengaluru, Built and deployed an AI-powered ATS backend with a scalable async resume ingestion pipeline (500+ resumes/day), enabling parsing, data extraction, and ML-based candidate scoring. Implemented semantic matching using Qdrant + Azure OpenAI embeddings and automated interview scheduling via Microsoft Graph API, reducing recruiter effort by ~60%. Designed a workflow engine for end-to-end hiring lifecycle with job board integrations and real-time analytics via Grafana. Improved release reliability through CI/CD automation. Developed an agentic AI video interview system using LiveKit and HeyGen, orchestrating a real-time LLM–STT–TTS pipeline for low-latency, adaptive interviews. Designed a multi-agent architecture for response evaluation, async scoring, and early termination, enabling ~80% automated candidate filtering and ~18% cost reduction.

Next Gen Technology Cadre at Microland Limited, Aug 2024 - Sep 2024 · 2 mos, Bengaluru, Karnataka, India

Research Intern at Samsung R&D Institute India, May 2023 - Jul 2023 · 3 mos, Bengaluru, Karnataka, India, Evaluated ML-based point cloud compression approaches for AR/VR streaming, comparing G-PCC standard techniques with learned methods across compression efficiency and reconstruction quality. Built an adaptive voxel-based compression pipeline using a 3D CNN, achieving 40% reduction in file size and 25% faster transmission, improving real-time AR/VR rendering performance.

Web Development Team Lead at Corporate Interactions Group, May 2022 - May 2023 · 1 yr 1 mo, Indian Institute of Technology ,Roorkee, Leading the Web development team of CIG IITR.

Member at Artificial Intelligence and Electronics Society (ArIES), May 2022 - May 2023 · 1 yr 1 mo, Indian Institute of Technology,Roorkee, Member of the Electronics Team.

Web Developer at Corporate Interactions Group, Jul 2021 - May 2022 · 11 mos, Indian Institute of Technology ,Roorkee, Full-Stack Web Developer at Corporate Interaction Group IITR.

Education

Bachelor of Technology - BTech, Electrical and Electronics Engineering, Indian Institute of Technology, Roorkee

Dakshana foundation