Manguesh Borker

CTO

Pune, Maharashtra, India20 yrs 6 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Transformed engineering organization for Series B success.
  • Scaled infrastructure to 260+ countries processing 800M records.
  • Founded and led a successful food delivery startup.
Stackforce AI infers this person is a SaaS and AgriTech expert with strong leadership in AI and digital transformation.

Contact

Skills

Core Skills

Engineering LeadershipProduct StrategyAi/mlCloud InfrastructureDigital TransformationEntrepreneurshipBusiness Development

Other Skills

LLM developmentAgentic FrameworkDistributed SystemsSystem ArchitectureData PipelinesSaaSDevOps & AutomationIT StrategyArchitectural DesignAgile Project ManagementPeople ManagementFront-End DevelopmentBack-End Web DevelopmentDevOpsSolution Architecture

About

As an accomplished Founder, CTO, and Engineering Leader, I bring a unique blend of technical expertise and entrepreneurial insight, driving innovation in industries ranging from AgriTech and Telecom to FinTech, Consumer Products, and more. With a strong background in full-stack development, cloud computing, DevOps, and the latest advancements in Generative AI and Large Language Models, I have consistently excelled in building scalable, distributed systems that power the next generation of digital transformation. Throughout my journey, I have had the privilege of founding and scaling high-impact startups, including TossUp, a digital food startup that revolutionized the home food delivery experience, and contributing to the success of early-stage ventures that have secured significant funding. As a hands-on technical leader, I have architected and implemented end-to-end solutions, guiding cross-functional teams of engineers, designers, and marketers to bring products from ideation to MVP and beyond. In my current role at Redrob, I transformed the engineering organization from reactive operations to a strategic execution engine in just 5 months, positioning the company for Series B success. Under my leadership, we scaled infrastructure from 2 to 260+ countries, processing 800M records (250+ terabytes) while optimizing data pipelines from months to 7 days. I architected production RAG solutions achieving 60-70% cost reduction in AI/LLM operations, reduced search response times by 65%, and cut contact reveal times by 95%—directly contributing to ₹3 Crore ARR targets. I take pride in fostering engineering excellence, building high-performing teams, and instilling a culture of continuous learning. With deep technical knowledge spanning frontend, backend, databases, cloud, and AI technologies. Whether it's optimizing data pipelines, leading AI product development, or establishing testing frameworks that dramatically reduce MTTR, I help organizations unlock their full potential by bridging technology with business outcomes. At my core, I am driven by a relentless pursuit of solving complex challenges, enhancing user experiences, and making a tangible impact on the businesses and communities I serve. Whether it's transforming legacy systems, leading digital innovation, or guiding startups through growth, I am committed to pushing the boundaries of what technology can achieve. Key Skills: AI/ML, RAG Architecture, Cloud Infrastructure, Data Engineering, DevOps & Automation, Full-Stack Development, Team Scaling, Strategic Leadership

Experience

20 yrs 6 mos
Total Experience
1 yr 8 mos
Average Tenure
11 mos
Current Experience

Redrob

Head of Engineering

Jun 2025Present · 11 mos · Pune, Maharashtra, India · Hybrid

  • Owned platform architecture, AI/LLM delivery, data infrastructure, and engineering execution across 3 teams (India + US) for the Series A B2B SaaS (AI/ML platform). Turned engineering from reactive ops → strategic execution for Series B scale readiness; instituted operating cadence, stakeholder alignment, and delivery rigor.
  • Scaled the data pipeline from 2 → 260+ countries, processing 800M records (250+ TB); cut delivery cycles from months → 7 days.
  • Performance + reliability: drove 4.7× database throughput (2.1 → 10.25 ops/sec) and 80% write-latency reduction (694ms → 138ms); achieved 99% uptime SLA for the enrichment pipeline under concurrent load.
  • Scale roadmap: built capacity planning + NFR ownership for 30,000 concurrent enrichments and a 1M-user launch readiness framework with sprint-by-sprint execution.
  • AI/LLM platform: Led the building of production-grade AWS SageMaker + LoRA fine-tuning pipeline; built LLM evaluation/regression framework for model comparison + HITL review.
  • Cost discipline: drove GPU/LLM cost optimization (model research, quantization, hybrid loading) + built a dynamic cost calculator; enforced infra hygiene (service cleanup + scheduled shutdowns).
  • Revenue-enabling product: shipped HubSpot integration, Chrome extension, API key management (RBAC + credits), and production email campaigns (unsubscribe + timezone-aware sending + Gmail multi-account).
  • Org building: led hiring + performance systems—50+ interviews, 10+ hires, KPI-driven performance management, and cross-geo execution protocols.
Engineering LeadershipProduct StrategyLLM developmentAgentic FrameworkDistributed SystemsSystem Architecture+2

Syngenta

Engineering Leader

Apr 2021Jun 2025 · 4 yrs 2 mos · Pune Division

  • Leading engineering teams at Syngenta, a global ag-tech company, to develop and deploy digital solutions for farmers across 250+ million acres worldwide. Focused on driving innovation in agricultural technology and sustainability.
  • Achievements:
  • Spearheading the development and deployment of cutting-edge digital solutions that span over 250 million acres globally, empowering farmers with innovative tools for enhanced productivity and sustainability.
  • Leading diverse, cross-functional teams to drive innovation within the AgTech and sustainability sectors, successfully implementing solutions across more than 300,000 acres across 10+ countries.
  • Played a pivotal role in scaling the engineering team, doubling its size from 20 to 40+ members, through strategic branding, mentoring, and retention efforts.
  • Enhanced the platform architecture, boosting the team’s maturity by 30%, through in-depth analysis and the introduction of targeted, impactful improvements.
  • Successfully streamlined the transition of a complex legacy project, achieving significant cost savings of approximately $70,000 per month by transitioning the project in-house.
  • Managed multiple agile teams (up to six) in the development and deployment of mobile, web, and microservice-based solutions, ensuring seamless integration and high-quality deliverables.
  • Championed a culture of engineering excellence, advocating for best practices such as extreme programming and Test-Driven Development (TDD) methodologies, fostering continuous improvement across teams.
  • Strategically aligned engineering initiatives with broader business objectives, leading talent acquisition strategies, and shaping hiring processes to build high-performance teams that meet both technical and organizational goals.
Digital TransformationIT StrategyEntrepreneurshipArchitectural DesignAgile Project ManagementEngineering Leadership+8

Tossup!

Founder & CTO

Apr 2020Apr 2021 · 1 yr · Pune, Maharashtra, India

  • Founded and led TossUp!, a home food aggregator startup, overseeing all aspects of product development, technology strategy, and operations. Successfully launched platform and facilitated direct-to-consumer access to home-cooked meals.
  • Achievements:
  • Founded TossUp!, a home food aggregator platform, to connect consumers with home chefs and provide a seamless ordering and delivery experience.
  • Built and launched the TossUp! platform, enabling online ordering, delivery tracking, and payments for home-cooked meals.
  • Drove customer acquisition and achieved 300+ orders within the first year of operation.
  • Developed the core technology stack and infrastructure for the platform, including real-time data ingestion, geolocation-based search, and order tracking.
  • Managed all aspects of the business, from technology development and marketing to customer service and operations.
Business DevelopmentIT StrategyEntrepreneurshipMarketing StrategyArchitectural DesignAgile Project Management+8

Telstra

2 roles

Engineering Manager & Chapter Lead

Promoted

Aug 2018Mar 2021 · 2 yrs 7 mos

  • Led engineering teams at Telstra, a leading telecommunications company, during its digital transformation (T22 strategy). Focused on driving innovation, implementing Agile methodologies, and delivering high-impact projects.
  • Achievements:
  • Led the digitization of the quote generation process, resulting in $8 billion AUD worth of quotes generated.
  • Scaled the engineering team from 4 to 30+ members, fostering a high-performing and collaborative environment.
  • Mentored multiple teams in Extreme Programming (XP) and Test-Driven Development (TDD), improving software quality and delivery speed.
  • Drove the adoption of Agile at Scale (SAFe) methodologies, contributing to Telstra's digital transformation journey.
  • Successfully transitioned legacy applications to modern software engineering practices, enabling continuous delivery and optimized development cycles.
Digital TransformationIT StrategySoftware Architectural DesignAgile Project ManagementEngineering LeadershipPeople Management+3

Senior Technology Specialist

Mar 2017Aug 2018 · 1 yr 5 mos

  • As a Senior Technology Specialist at Telstra, I spearheaded the development of highly available microservices and front-end solutions. I focused on building robust and secure systems leveraging cloud technologies and implementing CI/CD pipelines.
  • Achievements:
  • Developed and deployed highly available Java Spring Boot microservices with PostgreSQL backend and React-Redux frontend, improving system performance and scalability.
  • Implemented CI/CD pipelines using Atlassian Bamboo, automating the build and deployment process and accelerating release cycles.
  • Built secure authentication and authorization flows using SSL/TLS on the frontend and mutual SSL between backend services, enhancing overall system security.
  • Created API proxies using Apigee, enabling seamless integration with external systems and improving API management.
  • Integrated monitoring and alerting mechanisms using New Relic, Splunk, and PagerDuty, ensuring proactive identification and resolution of system issues.
Digital Transformation

Valuelabs

Web Architect

Apr 2016Mar 2017 · 11 mos · Hyderabad Area, India

  • Led web architecture and development at ValueLabs, delivering end-to-end solutions for diverse clients. Oversaw technology selection, architecture design, and implementation, working closely with cross-functional teams and stakeholders.
  • Achievements:
  • Led the architecture, design, and delivery of multiple web solutions, from technology selection to successful implementation.
  • Collaborated with customers, project managers, and business analysts to translate functional requirements into technical solutions.
  • Conducted POCs for various third-party tools and technologies, including Gigya, Ooyala, Kaltura, BrightCove, and Creative SDK, to evaluate and select optimal solutions.
  • Managed distributed, multicultural teams, ensuring effective communication and collaboration across geographical locations.
  • Contributed to RFP responses and provided technical expertise during the pre-sales process.
IT Strategy

Smartek consultancy services india private limited

Software Architect

Aug 2014Mar 2016 · 1 yr 7 mos · Pune Area, India + California, US

  • At Smartek Consultancy Services, I served as the Software Architect for Samsung's Milk Music platform, a radio service offering curated music discovery. My role encompassed architecture, design, technical leadership, and hands-on development within an Agile environment.
  • Achievements:
  • Architected and designed core modules for the Milk Music platform, including data ingestion from third-party sources using Node.js, ensuring seamless integration and scalability.
  • Developed a responsive web UI for audio streaming using Backbone.js, JavaScript, HTML5, and Express, providing a user-friendly and engaging experience.
  • Built an SDK layer to facilitate communication with server APIs and WebSockets using Node.js, enabling efficient data exchange and real-time interactions.
  • Deployed the Milk Music platform on AWS using Grunt, optimizing performance and scalability in a cloud environment.
  • Conducted a feasibility study and POC for optimizing the analytics and operations platform, identifying opportunities for improvement and innovation.
IT Strategy

Jobtarget

Product Architect

Feb 2014Jul 2014 · 5 mos · Pune Area, India

  • As Product Architect at JobTarget, a leading job posting and recruitment analytics platform, I focused on enhancing the OneClick Analytics product, enabling recruiters to make more data-driven decisions.
  • Achievements:
  • Architected, designed, and redesigned core components of the OneClick Analytics product, improving its functionality and user experience for recruiters.
  • Led technical discussions and provided a product roadmap, aligning engineering efforts with business goals.
  • Assessed project scope and risks, working closely with product managers to prioritize features and ensure successful delivery.
  • Delivered technical documentation and specifications, facilitating clear communication and collaboration amongst the engineering team.

Irevo multimedia, inc.

Technical Architect

May 2012Jan 2014 · 1 yr 8 mos · Pune Area, India

  • As a founding member and Technical Architect at iRevo Multimedia, Inc., a startup focused on social media and multimedia applications, I led the architecture, development, and implementation of the company's core platform and services.
  • Achievements:
  • Architected the entire server-side infrastructure, multi-tier workflow, and overall framework for various social media and multimedia applications, ensuring scalability and performance.
  • Developed and evangelized RESTful APIs and SDKs for iRevoCloud Services, enabling seamless integration with third-party applications and platforms.
  • Automated the complex build process and integrated with AWS services such as S3, CloudFront, and EC2, optimizing deployment and resource management.
  • Implemented auto-scaling for servers on AWS, ensuring high availability and efficient resource utilization during peak loads.
  • Designed and implemented OAuth strategy for iRevoCloud, enhancing security and access control for user data.

Glam media

Project Lead/Tech. Manager at Glam Media

Nov 2011May 2012 · 6 mos · Pune Area, India

  • Led a team of 8 engineers at Glam Media, a leading advertising technology company, focusing on the development and delivery of a critical module within the GlamAdapt Ad Server platform. Drove sprint planning, coordination across multiple teams, and ensured seamless releases in a zero-downtime environment.
  • Achievements:
  • Led sprint planning and coordination with multiple teams, facilitating smooth development and releases to QA and test environments for a zero-downtime ad serving platform.
  • Managed a team of 8 engineers, providing technical guidance and mentorship to ensure high-quality deliverables and efficient execution.
  • Conducted requirement specification reviews, technical design development, and task estimation, contributing to accurate project planning and execution.
  • Interacted directly with customers to discuss technical requirements, manage issues, and ensure customer needs are met.

Tech mahindra

Sr. Technical Associate /Tech Lead

Feb 2010Nov 2011 · 1 yr 9 mos · Pune Area, India

  • Led the development and implementation of SOA (REST) architecture in a distributed Agile/Scrum environment at Tech Mahindra, a leading IT services company. Focused on delivering telecom-based solutions and backend architecture using LAMP technologies.
  • Achievements:
  • Delivered the first customer shipment of a complex, multi-tier REST server solution independently and within a tight deadline.
  • Architected the backend system using LAMP for a telecom product, playing a major role in server deployment on Amazon EC2.
  • Conducted requirement specification reviews, developed low-level and high-level technical designs, and performed task estimation, contributing to effective project planning.

Coreobjects - product development engine (now symphony services)

Product Engineer

Jun 2008Feb 2010 · 1 yr 8 mos · Pune Area, India + Bangalore, India

  • Developed high-traffic Web 2.0 applications using LAMP technologies and Agile methodologies at CoreObjects (now Symphony Services), focusing on scalable and performant web solutions.
  • Achievements:
  • Developed Web 2.0 applications using LAMP stack and Agile methodologies in a distributed team environment, contributing to high-traffic web solutions.
  • Worked on large-scale web applications deployed on multiple servers with load balancing, distributed databases, and failover mechanisms, ensuring high availability and scalability.
  • Utilized Lucene search engine for a site handling over 10 million hits per day, optimizing search functionality and performance.
  • Built a T-shirt designer web application using jQuery and JTemplates, replicating Flash-like UI effects and providing a rich user experience.
  • Integrated Protx payment gateway for secure online transactions, including 3D secure payments and recurring billing.

Suma soft pvt ltd

Software Engineer

Oct 2007Jun 2008 · 8 mos · Pune Area, India

  • Developed PHP/MySQL/JavaScript applications based on the Symfony framework at Suma Soft Pvt Ltd, focusing on SOAP architecture and web security.
  • Achievements:
  • Successfully implemented two full-fledged projects using the Symfony framework, demonstrating expertise in MVC architecture and PHP development.
  • Led the team's adoption of the Symfony framework, providing technical guidance and best practices.
  • Conducted R&D efforts related to PHP projects, exploring new technologies and solutions to enhance development processes.
  • Made significant contributions to SOAP architecture and web security, ensuring robust and secure applications.

Ecotech

Software engineer

Aug 2005Oct 2007 · 2 yrs 2 mos · Pune Area, India

  • Developed web applications using LAMP (PHP/MySQL/JavaScript) and MVC architecture at Ecotech, contributing to diverse projects including a Hollywood-based platform and a television ad bidding application.
  • Achievements:
  • Developed and maintained a website for a Hollywood-based project utilizing LAMP and MVC architecture. The platform facilitated the publication of film scripts, including those used in over 100 Hollywood film productions.
  • Led a team of 3 developers building a television ad bidding application, managing project timelines and deliveries.
  • Served as the primary technical point of contact for client interactions, gathering requirements and providing technical solutions..
  • Integrated the website with FedEx shipping and inventorysource.com, enhancing functionality and streamlining business processes.

Netsparx pvt.ltd / gvms college

Contract Software Engineer/ Lecturer for BCA

Apr 2004Jul 2005 · 1 yr 3 mos · goa

  • Worked as a Contract Software Engineer at Netsparx Pvt. Ltd., developing PHP-based web applications, and as a Lecturer for BCA at GVMs College, teaching System Analysis & Design and Data Communication & Design.
  • Achievements:
  • Independently developed and delivered various PHP projects, including tourist guide systems and admin sites, demonstrating full-stack capabilities from database design to front-end implementation.
  • Successfully delivered in-house LAMP projects from scratch, encompassing database design, normalization, and web page design, showcasing proficiency in full-stack web development.
  • Taught BCA 3rd year students the principles of System Analysis & Design, covering SDLC, case studies, ER diagrams, and DFDs, contributing to the next generation of software professionals.
  • Lectured on Data Communication & Design, focusing on the OSI model and providing hands-on experience in C socket programming, strengthening theoretical foundations.

Education

Indian Institute of Management, Calcutta

Senior Management Program

Jan 2019Jan 2020

Stanford University Graduate School of Business

Design Thinking - Insights to Viability

Jan 2019Jan 2020

Goa Engineering College - Government of Goa

Bachelor of Engineering - BE — Computer Engineering

Jul 2002Apr 2004

Dempo Charities Trust Dhempe College of Arts & Science Miramar

Higher Secondary Education

Jun 1996Apr 1998

Agnels Polytechnic

Jul 1998Jun 2021

Stackforce found 100+ more professionals with Engineering Leadership & Product Strategy

Explore similar profiles based on matching skills and experience