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    Dipankar Sarkar

    Dipankar Sarkar

    Founder of Neul Labs (high-performance AI agent infrastructure). 15+ years building production systems on platforms that serve 250M+ users (Hike, Kirusa, Nykaa)

    Software Architect Edinburgh Arizona State Univers...
    dipankar.name
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    Experience
    Aveni
    Aveni
    Principal AI Architect 2025 - 2026 (10 months)
    • Architected the internal platform powering Aveni’s product suite for enterprise
    banking clients (LBG), working across CRM integrations, middleware, and mul-
    tiple... more portal/middle-layer systems
    • Drove AI team engineering velocity improvements — benchmarked delivery pipelines,
    identified DevOps gaps and process friction, and implemented workflow optimi-
    sations across coding, testing, and deployment
    • Led AI-assisted development adoption — introduced Claude Code and LLM-
    augmented tooling to accelerate delivery lifecycle from backlog to production
    • Built Agent Assure — agentic quality assurance system for monitoring contact
    centre agents against FCA compliance standards
    • Designed LLM-based compliance workflows: AML/SAR detection, call summari-
    sation, conduct risk scoring
    • Established AI governance frameworks and prompt versioning for regulated fi-
    nancial services
    manufactured
    manufactured
    AI Lead 2023 - 2024 (10 months)
    • Led engineering for supply chain technology — ML-driven lead management and
    document processing pipelines
    • Architected data extraction, classification, and routing... more pipelines for trade finance
    documents
    • Deployed LLM-powered productivity tools (Python, AWS) and drove DevOps
    improvements across CI/CD and delivery workflows
    Orangewood Labs
    Orangewood Labs
    Head of AI & Platform 2022 - 2023 (11 months)
    • Built RobotGPT — LLM-powered voice/text interface for collaborative robot
    task planning (10× faster programming)
    • Architected Edge ML platform for cloud-to-edge model... more deployment — designed
    CI/CD pipelines, containerised delivery, and DevOps practices for robotic hard-
    ware
    • Designed AutoInspect/AutoSpray — autonomous CV pipelines (YOLO, SAM)
    for industrial inspection
    • Filed 30+ provisional patents in LLM-driven robotics, computer vision, and au-
    tonomous systems
    Boom Labs
    Boom Labs
    Founder 2021 - 2022 (9 months)
    Fueled by bold vision and tenacity, our team embarked on a quest to revolutionise marketing by tapping into the uncharted territories of Web3 technologies.

    * We rolled... more up our sleeves to craft a multi-chain API, aiming to meld Web2 and mobile applications into blockchain networks with finesse.
    * In a complementary stride, we forged an advanced Multi-Party Computation (MPC) wallet and bolstered it with a rock-solid, expansive cloud infrastructure ☁️.
    * The spark of our innovation and latent potential ignited substantial interest, attracting over $2.5M in investment pledges even before the product saw the light of the day ?.
    * The firm faith in our capacity was further echoed by Letters of Intent we secured from heavyweight public corporations and promising startups.

    Although we initially wore the badge of Oasis Labs, we embraced a rebranding to Boom Labs ?, acknowledging the significance of an existing protocol. Let's continue to disrupt, innovate and lead the future of marketing together!.
    Hike
    Hike
    ML Lead 2019 - 2021 (about 2 years)
    As a leader at Hike, one of the fastest-growing social startups that quickly achieved unicorn status, I played a crucial role in its evolution to meet the needs of future... more consumers.

    Key Achievements:
    * I spearheaded innovative initiatives that resulted in the filing of 60+ patents and the publication of multiple papers at prestigious ML conferences, reflecting our dedication to R&D and academic engagement.
    * My leadership was instrumental in the development of Hikemoji. I guided my team in the creation of sophisticated Computer Vision models that accurately align components with facial attributes, enhancing user experience.
    * As the team lead for the vernacular sticker keyboard project, I successfully implemented ML-driven personalisation, demonstrating our commitment to localisation and tailored user experience.
    * I also directed the Vibe ML team, effectively achieving all KPIs related to our matchmaking algorithm. We constructed a sophisticated model to detect and counteract malicious reporting, ensuring a safe and trustworthy platform for our users.
    * In my role as the team lead for Rush ML, we prioritized user experience and behaviour to deliver high-quality matching experiences, reinforcing our position as a user-focused social platform.

    In each of these roles, my focus on team leadership, strategic initiative, and technical expertise contributed significantly to Hike's continued growth and innovation.
    Nykaa.com
    Nykaa.com
    Principal Engineer 2017 - 2021 (almost 5 years)
    As a hands-on technical leader at Nykaa, an Indian lifestyle e-commerce unicorn scaling towards global impact, I leveraged my deep understanding of tech infrastructure and... more systems to contribute to significant transformations.

    Key Achievements:

    * I took the lead in planning the migration from Magento to a custom platform. Recognizing the versatility of Python, I advocated for its integration into the core technology stack. Today, it is extensively used across various system components, demonstrating the strategic foresight of this decision.
    * I was responsible for the design and architecture of two crucial systems: the Cart service, an in-memory SQL-based, highly scalable solution, and the API gateway, a robust and reliable Kong-based platform.
    * I spearheaded the creation of two pivotal revenue-driving platforms – the Nykaa Ad Platform and Explore (Social commerce). I ensured that their flexible architectures facilitated the seamless integration of an affiliate and influencer network. Moreover, the Explore platform delivers real-time personalized feeds using a tag-based approach, offering a tailored user experience.
    * On the data engineering front, I designed a real-time ingestion framework using AWS Lambda, effectively managing system-wide consumer events.

    My technical leadership at Nykaa underscores my commitment to leveraging advanced technologies for optimal business outcomes. My hands-on approach and ability to lead critical tech transformations have contributed significantly to Nykaa's path towards becoming a major ecommerce player.
    Octo.ai
    Octo.ai
    Co-founder 2013 - 2016 (about 3 years)
    I was the co-founder and technology architect of Aurora, a start-up committed to delivering innovative solutions in the tech space. Our most acclaimed product, Octo.ai, is... more a ground-breaking analytics hypervisor designed for Machine Learning applications. Released under the Apache 2.0 License, Octo.ai's open-source offering is publicly accessible on GitHub and can be conveniently deployed to the cloud.

    Octo.ai has captured the attention of both the tech community and media outlets, driving considerable interest and financial support during our seed funding stages. This level of recognition is a testament to our commitment to innovation and the significant potential of our product.

    Recently, Octo.ai's buzz has transcended onto digital platforms like Producthunt and GitHub. We have been acknowledged as a top 10 promising start-up in Delhi by YourStory and received notable coverage in Mint funding news.

    These accomplishments underscore our ability to innovate and secure funding, fortifying our position in the tech ecosystem. Our successful seed funding round, backed by prominent angel investors, reflects their confidence in our vision and the potential impact of our work.
    Goibibo (Ibibo Group Pvt Ltd)
    Goibibo (Ibibo Group Pvt Ltd)
    Senior Engineering Manager 2012 (10 months)
    As a team leader at Tradus, I managed a team of 15 talented engineers dedicated to driving innovation in e-commerce technology. Under my leadership, we achieved a significant... more milestone by delivering India's first authentic e-commerce marketplace, a testament to our collective efforts and determination.

    My leadership extended to initiating significant development activities within an existing legacy framework, demonstrating our ability to adapt and improve even within established systems. Understanding the potential impact of API technology on e-commerce, I steered the design of the first public e-commerce APIs in India. These APIs, shared with crawlers and aggregators, opened up new possibilities for data integration and transparency, highlighting our pioneering efforts in this space.

    The Tradus marketplace was another key achievement during my tenure. We successfully launched this platform, a first-of-its-kind in India, even before the advent of Shopclues, showcasing our capability to stay ahead of the curve and our commitment to delivering cutting-edge solutions.

    In my pursuit of excellence, I championed a complete revamp of the Tradus interface, introducing sophisticated widgets and leveraging enhanced JavaScript libraries to provide an improved and engaging user experience. Not stopping at aesthetics, I led initiatives to enhance the performance of the Tradus platform, ensuring that our advancements were not only visually appealing but also functionally superior.

    My leadership role at Tradus was defined by a commitment to mentorship and fostering a culture of innovation within the team. This focus on nurturing talent, coupled with a drive to break new ground in e-commerce technology, contributed to the substantial successes we achieved as a team.
    Kwippy
    Kwippy
    Co-founder 2008 - 2010 (over 2 years)
    Kwippy emerged as a unique alternative to traditional microblogging platforms like Twitter, integrating with Instant Messaging to provide a nano-blogging experience that did... more not require users to actively write a blog. This innovative concept resonated with users looking for a simpler, more intuitive way to share their thoughts online.

    The platform quickly gained traction, amassing over 30,000 active users and achieving an impressive Alexa ranking of #1500. In mid-2009, Kwippy was recognized as one of the top 5 microblogging sites, marking a significant achievement for a startup in the early Indian tech landscape.

    Kwippy's success was not unnoticed in the media. It was featured in respected publications like the Economic Times and listed among DataQuest’s Top 25 Indian Web 2.0 Start-ups, reinforcing its standing as a notable player in India's burgeoning tech ecosystem.

    The culmination of Kwippy's journey was the sale of its domain and codebase to a US firm, a testament to its technological prowess and the potential of its unique approach to social networking and blogging. In the end, Kwippy's story underscores the power of innovation and the possibility of creating alternatives to mainstream platforms in the fast-paced world of tech startups.
    Slideshare
    Exit
    Slideshare
    Software engineer 2007 - 2008 (about 1 year)
    At SlideShare, I joined as an early engineer, where I took on multifaceted roles and quickly became a high-performing contributor to the team.

    My responsibilities spanned... more across several aspects of our technology stack, including the development of new features such as URL upload and server management. I also took on significant architectural decision-making for the conversion engine, showcasing my technical capabilities and understanding of system design.

    I utilized a diverse range of technologies to drive these initiatives forward, including Ruby, Ruby on Rails, FreeBSD, MySQL, Python, Open Office, PHP, Apache, Nginx, and Eclipse. My versatility and adaptability were key to my effectiveness in this role.

    My tenure at SlideShare was marked by dedicated work and valuable contributions, contributing to the platform's growth and eventual acquisition by LinkedIn. As an early engineer, I was able to shape the product's trajectory and leave a lasting impact on its success.
    Founder
     
    Employee
    Slideshare, Kwippy, Goibibo (Ibibo Group Pvt Ltd), Octo.ai, Nykaa.com, Hike, Boom Labs, Orangewood Labs, manufactured, Aveni
    Investor
     
    Incubator
     
    Advisor
     
    Attorney
     
    Board Member
     
    Mentor
     
    Member
     
    Acquired
     
     
    Education
     
    About
    Achievements

    I'm a hands-on engineering leader and AI builder. I've spent 15+ years writing code, shipping products, and growing teams behind platforms that serve hundreds of millions of users — Hike, Kirusa, Nykaa among them.

    Today I run Neul Labs, where I build Rust-accelerated drop-in components for AI agent stacks (`fast-litellm`, `fast-langgraph`). Before that I was Principal AI Architect at Aveni(financial-services AI agents), AI Engineering Lead at Manufactured (supply-chain AI on GPT‑4), and Head of AI & Platform at Orangewood Labs (RoboGPT, AutoInspect, EdgeML for industrial robotics).

    I still write code daily — currently in Rust and Python — and I think the best engineering leaders stay close to the work. My open-source projects, patent filings, and production systems all reflect a single philosophy: build it, ship it, measure the outcome.

    Education: B.Tech CS, IIT Delhi · M.S. CS, Arizona State University.
    Recognition: 60+ patent applications filed

    Describe the most impressive thing you've done.
    Skills
    Cloud Computing Startups Product Internet DevOps Patents / IP Machine Learning Blockchain SaaS Data Warehouse Python SvelteJS React.js Flutter Android iOS Development Go (Golang) Rust​ Solidity Ecommerce Data Analysis Cybersecurity TensorFlow PyTorch Kafka MySQL PostgreSQL AWS/EC2/ELB/S3/DynamoDB
    Locations
    United Kingdom United States Europe
     
    Q&A
    What's the most useful business-related book you've ever read?

    Principles - Ray Dalio

    What's your favorite non-business book?

    Principles - Ray Dalio

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