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Peeyush Mishra

Engineering Leader | Platform, Data and Infrastructure | Building Data Org for Movoto.com (US)

Greater Bengaluru Area

19+ years of work experience

Encora Inc.
Jan 20215 yrs 8 mosPresent

Bengaluru

Own a 4-team, ~30-engineer Platform, Data & Infrastructure org — listing ingestion, MLS data platforms, backend services, cloud infrastructure, and developer platforms — for Movoto, a top-5 US real estate marketplace serving 40M+ daily users, 5–7M daily listing updates, and 120M+ daily search requests. Accountable for reliability (99.95%+), ingestion freshness (<10 min), search latency (p95 <200ms), cloud-cost governance, and execution predictability. Led post-acquisition engineering integration (Movoto acquired by OJO), stabilizing delivery and culture during leadership transition and maintaining 100% retention of 19 key engineers over 24 months. Re-architected the core data platform (Spark on Kubernetes, Airflow, Iceberg Lakehouse), reducing compute cost ~30%, enabling schema evolution and safe backfills, and delivering low-latency (<150ms) data APIs powering market stats, recommendations, and ranking services. Owned reliability and incident management practices, introducing SLOs, error budgets, automated rollback pipelines, and structured incident command — reducing P1 incidents ~40% Established Platform Engineering as a product function, introducing paved-path CI/CD pipelines, golden Helm charts, policy-as-code, and FinOps guardrails
Encora Inc.
Sep 20165 yrs 4 mosDec 2021

Bengaluru Area, India

Built a 19-engineer platform team from scratch, taking full ownership of Movoto’s MLS and data platforms from an offshore center and delivering multiple large-scale transformations. Designed and scaled the MLS Data Platform ingesting 300+ MLS feeds and millions of daily updates, introducing event-sourced CDC pipelines, Golden Property Record, and lakehouse-backed canonical storage, reducing listing freshness 90 minutes → <20 minutes and improving data quality ~40%. Modernized a large-scale image platform handling 200M listings and 8B+ images, migrating from EC2 batch processing to event-driven Kubernetes architecture with SLA-based prioritization and compliance enforcement, improving image freshness, reducing page-load latency ~40%, and cutting infra cost 25–30%.
Encora Inc.
Sep 20151 yrAug 2016

Greater Bengaluru Area

Currently working on Actian Analytics Platform (AAP); involved in feature implementation, enhancement and bug fixing for Actian Platform. Primarily focused on Big Data & Hadoop eco-system. Designed, implemented and integrated Parquet file format into AAP using Hive APIs. Worked on Yarn Client integration with existing analytics platform. Involved in bug fixing and various feature development like data ingestion, data validation and integrated with existing distributed platform.
Sasken
May 20123 yrs 5 mosSep 2015

Bangalore

• Architected and developed Data Warehouse Platform (based on Hadoop Eco-system) for Mobile OEM to provide meaningful insights for product launch based on various reports like call traces, user trials, system performance etc. Involved in data modeling (HDFS schemas), data movement strategies (Flume and others), data processing and workflow orchestration. • Worked on Android Upgrade project (Kit Kat to Lollipop). Mainly involved in Android Security related modules and feature enhancement. Majorly contributed in Device Encryption, Certificate Management and SELinux Policies. • Developed and deployed WebRTC based Audio/video chat as part of technology offering for various customers. • Developed EFC QoS and MP3 RTP packetizer. • Proposed, designed, developed and deployed IP PBX solution for Sasken internal use to save huge cost recurring for AMC and hardware. This project has highly appreciated by senior management along with CEO. • Worked with Pre-sales team to provide business collaterals for various technologies and offering. • Developed various PoC (Big Data, WebRTC and Audio/Video Streaming) as part of technical forums and project proposals. • Designed training plans and mentored many engineers and M.Tech trainees.
LG Electronics
Jan 20111 yr 5 mosMay 2012

Bangalore, Korea

• Extensively worked on Video Conferencing System and IP Camera. • Designed, developed and optimized web platform for Video Conferencing system as an interface to control all functionality through browser. • Implemented H.264 RTP RFC stack and integrated with existing proprietary framework. This implementation was meant to provide video monitoring and recording of ongoing session through browser. • Developed LDAP library and provided directory schemas in compliance with H.350. • Involved in board bring up, cross compilation and development environment setup for team members. • Worked on 802x.1 with CISCO catalyst to enable Port based authentication on Video Conferencing System.
LG Electronics
May 20091 yr 8 mosDec 2010

Bengaluru Area, India

• Worked on UPnP for IP camera to expose various services over network. • Developed many proof of concept projects as part of R&D team. • Designed an algorithm and implemented PoC for multi node voice synchronization under non-uniform bandwidth conditions. Algorithm was based on MP3 RTP, PTP and RTCP protocols. This algorithm was filled as Patent in India Office.
AT Digisign Technology Pvt.Ltd
Jun 20072 yrsMay 2009

Noida Area, India

• Worked on Smart Class Room project. Developed multichannel desktop streaming server. Designed RTSP server for unicast and multicast channel. Developed RTP packetizer for MJPEG and G.711 codec. • Developed lecture recording and Video on demand server. Extensively worked on X-Windows, Xlib, V4L, frame buffer and ffmpeg to develop this solution. • Worked on presentation server and access control mechanism to handle multiple client requests coming from various sources.
Tez Networks
Feb 20075 mosJun 2007

New Delhi Area, India

• Worked on load balancer product. Involved in cluster setup, test case execution and defining the work flow of licensing module.

Peeyush’s AI Stack

anthropic apis
anthropic apis
claude code
claude code
hugging face
hugging face
langchain
langchain

Education

Rajiv Gandhi Prodyogiki Vishwavidyalaya

B.E, Electronics and Communication

Rajiv Gandhi Prodyogiki Vishwavidyalaya

12th

G.I.C Kotdwara

19982 yrs2000

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Headline

Engineering Leader | Platform, Data and Infrastructure | Building Data Org for Movoto.com (US)

About

I lead a Platform, Data & Infrastructure engineering org — 4 teams, ~30 engineers — powering a top-5 US real estate marketplace that serves 40M+ daily users and 120M+ daily search requests. My teams own listing ingestion, MLS data platforms, backend, cloud infrastructure, and the internal developer platform. I'm accountable for the numbers that move the business: 99.95%+ reliability, sub-20-minute listing freshness, p95 search latency under 200ms. Over last few years I've built and re-architected the core data platform, and led the engineering integration through Movoto's acquisition by OJO with 100% retention of key engineers. Earlier in my career I built distributed data and streaming systems across real estate, big data, and audio/video domains, which is where my technical depth comes from.

Location

Greater Bengaluru Area

AI stack

anthropic apis

claude code

hugging face

langchain

Work experience

Senior Engineering Manager at Encora Inc., Jan 2021 - Present · 5 yrs 8 mos, Bengaluru, Own a 4-team, ~30-engineer Platform, Data & Infrastructure org — listing ingestion, MLS data platforms, backend services, cloud infrastructure, and developer platforms — for Movoto, a top-5 US real estate marketplace serving 40M+ daily users, 5–7M daily listing updates, and 120M+ daily search requests. Accountable for reliability (99.95%+), ingestion freshness (<10 min), search latency (p95 <200ms), cloud-cost governance, and execution predictability. Led post-acquisition engineering integration (Movoto acquired by OJO), stabilizing delivery and culture during leadership transition and maintaining 100% retention of 19 key engineers over 24 months. Re-architected the core data platform (Spark on Kubernetes, Airflow, Iceberg Lakehouse), reducing compute cost ~30%, enabling schema evolution and safe backfills, and delivering low-latency (<150ms) data APIs powering market stats, recommendations, and ranking services. Owned reliability and incident management practices, introducing SLOs, error budgets, automated rollback pipelines, and structured incident command — reducing P1 incidents ~40% Established Platform Engineering as a product function, introducing paved-path CI/CD pipelines, golden Helm charts, policy-as-code, and FinOps guardrails

Software Architect at Encora Inc., Sep 2016 - Dec 2021 · 5 yrs 4 mos, Bengaluru Area, India, Built a 19-engineer platform team from scratch, taking full ownership of Movoto’s MLS and data platforms from an offshore center and delivering multiple large-scale transformations. Designed and scaled the MLS Data Platform ingesting 300+ MLS feeds and millions of daily updates, introducing event-sourced CDC pipelines, Golden Property Record, and lakehouse-backed canonical storage, reducing listing freshness 90 minutes → <20 minutes and improving data quality ~40%. Modernized a large-scale image platform handling 200M listings and 8B+ images, migrating from EC2 batch processing to event-driven Kubernetes architecture with SLA-based prioritization and compliance enforcement, improving image freshness, reducing page-load latency ~40%, and cutting infra cost 25–30%.

Associate Software Architect at Encora Inc., Sep 2015 - Aug 2016 · 1 yr, Greater Bengaluru Area, Currently working on Actian Analytics Platform (AAP); involved in feature implementation, enhancement and bug fixing for Actian Platform. Primarily focused on Big Data & Hadoop eco-system. Designed, implemented and integrated Parquet file format into AAP using Hive APIs. Worked on Yarn Client integration with existing analytics platform. Involved in bug fixing and various feature development like data ingestion, data validation and integrated with existing distributed platform.

Lead Engineer at Sasken, May 2012 - Sep 2015 · 3 yrs 5 mos, Bangalore, • Architected and developed Data Warehouse Platform (based on Hadoop Eco-system) for Mobile OEM to provide meaningful insights for product launch based on various reports like call traces, user trials, system performance etc. Involved in data modeling (HDFS schemas), data movement strategies (Flume and others), data processing and workflow orchestration. • Worked on Android Upgrade project (Kit Kat to Lollipop). Mainly involved in Android Security related modules and feature enhancement. Majorly contributed in Device Encryption, Certificate Management and SELinux Policies. • Developed and deployed WebRTC based Audio/video chat as part of technology offering for various customers. • Developed EFC QoS and MP3 RTP packetizer. • Proposed, designed, developed and deployed IP PBX solution for Sasken internal use to save huge cost recurring for AMC and hardware. This project has highly appreciated by senior management along with CEO. • Worked with Pre-sales team to provide business collaterals for various technologies and offering. • Developed various PoC (Big Data, WebRTC and Audio/Video Streaming) as part of technical forums and project proposals. • Designed training plans and mentored many engineers and M.Tech trainees.

Systems Analyst at LG Electronics, Jan 2011 - May 2012 · 1 yr 5 mos, Bangalore, Korea, • Extensively worked on Video Conferencing System and IP Camera. • Designed, developed and optimized web platform for Video Conferencing system as an interface to control all functionality through browser. • Implemented H.264 RTP RFC stack and integrated with existing proprietary framework. This implementation was meant to provide video monitoring and recording of ongoing session through browser. • Developed LDAP library and provided directory schemas in compliance with H.350. • Involved in board bring up, cross compilation and development environment setup for team members. • Worked on 802x.1 with CISCO catalyst to enable Port based authentication on Video Conferencing System.

Senior Software Engineer at LG Electronics, May 2009 - Dec 2010 · 1 yr 8 mos, Bengaluru Area, India, • Worked on UPnP for IP camera to expose various services over network. • Developed many proof of concept projects as part of R&D team. • Designed an algorithm and implemented PoC for multi node voice synchronization under non-uniform bandwidth conditions. Algorithm was based on MP3 RTP, PTP and RTCP protocols. This algorithm was filled as Patent in India Office.

Senior Software Engineer at AT Digisign Technology Pvt.Ltd, Jun 2007 - May 2009 · 2 yrs, Noida Area, India, • Worked on Smart Class Room project. Developed multichannel desktop streaming server. Designed RTSP server for unicast and multicast channel. Developed RTP packetizer for MJPEG and G.711 codec. • Developed lecture recording and Video on demand server. Extensively worked on X-Windows, Xlib, V4L, frame buffer and ffmpeg to develop this solution. • Worked on presentation server and access control mechanism to handle multiple client requests coming from various sources.

Software Engineer at Tez Networks, Feb 2007 - Jun 2007 · 5 mos, New Delhi Area, India, • Worked on load balancer product. Involved in cluster setup, test case execution and defining the work flow of licensing module.

Education

B.E, Electronics and Communication, Rajiv Gandhi Prodyogiki Vishwavidyalaya

12th, G.I.C Kotdwara