Vinamra
Vashishth

Data Engineer, Machine Learning Engineer,Full Stack Web Developer

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A little about me

MSCS (Machine Learning) @ Columbia University NYC

Ex. Data Engineer @ MelioLabs

Pushing the boundaries of AI to improve healthcare and education.

I do amazing things

Full Stack Web Development

As a professional with 2 years of experience in Full-stack Data Engineering and ML at a fast-paced startup based in the Bay Area, I have honed my skills to be among the top tier of data engineers and ML engineers. My expertise in Python, Tensorflow, React.js, Node.js, Flask and other modern web tech-stacks has been instrumental in building robust models and applications.

ARTIFICIAL INTELLIGENCE / MACHINE LEARNING

My major project, Time Series Annotation using Active Learning, along with ventures into Deep Learning and Computer Vision, showcases my deep dive into AI/ML development. My proficiency in developing generative AI solutions, coupled with a solid foundation in computer science, enables me to innovate in the AI/ML domain.

Full Stack Blockchain Development

With a Pro Blockchain Developer Master Camp certification from The Masters' Union and hands-on experience in developing a full-stack decentralized social media platform from scratch, I am adept in blockchain development. My projects, including a cryptocurrency and Loyalty Reward Token, prove my proficiency in creating decentralized solutions.

EXPERIENCE

FULL STACK DATA ENGINEER @ MELIOLABS (2024/01 - 2025/08)

I led the development of key projects that enhanced our DNA melting analysis platform. I built a robust platform to execute machine learning pipelines using Python (Flask and FastAPI) and Javascript (React and Redux), which improved data processing efficiency by 30%. Additionally, I designed React.js-based visualization tools, enhancing user experience, and developed a web-based dashboard for real-time monitoring, reducing analysis time by 50%. My tech stack includes Python, Scikit-learn, Tensorflow, React.js, FastAPI, Flask, AWS, and MongoDB. This role allowed me to blend my skills in full stack development and data engineering, driving impactful solutions in the healthcare domain.


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SOFTWARE DEVELOPMENT INTERN @ MELIOLABS (2022/12 - 2023/12)

Built visualization and GUI inspection tools using React.js to support the DNA Melt platform Implemented a web-based dashboard application to monitor various melting experiments

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CORE TEAM MEMBER @ ZINE ROBOTICS AND RESEARCH

As a core team member at Zine Robotics and Research Club, MNIT Jaipur, I led diverse projects in web development, machine learning, and robotics. I developed a face detection system, line-follower and obstacle-avoiding robots, and participated in IIT Bombay's Techfest. My web development expertise was instrumental in various club projects. Additionally, I mentored junior members, sharing knowledge and fostering growth in web technologies, showcasing my technical versatility and commitment to collaborative learning.


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Projects

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Full stack Blockchain and Cryptocurrency

  • Programmed backend using Node.js with an Express.js API and frontend using React.js
  • Utilized Redis real-time DB for real time communication between nodes in the blockchain network.
  • Applied Proof of Work consensus protocol using transaction pool mining.

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Decentralised Social Media

  • Decentralized social media platform to protect content censorship by private stakeholders and other privacy threats.
  • Developed the Leaderboard feature, which shows the most active users, and refreshes the list in real-time, leveraging Chainlink Automation oracles that perform off-chain computation.
  • Focussed on incentivising users through a scoring mechanism, and having transparency in the actions performed.

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Decentralised Music Streaming Platform

  • A decentralized music streaming platform supporting small independent musicians.
  • No need to sell music to the streaming platforms. Ownership of the music remains with the creator.
  • Music files are stored as NFTs on opensea.io with the owner of the NFTs being the artist’s wallet.
  • Future Goals: To create a panel for artists / creators to upload the music as NFTs to the platform.

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Loyalty and Rewards Program using Fungible Tokens (ERC 20)

  • Seamless integration with the Polygon Mumbai testnet.
  • Intuitive user experience for both buyers and sellers.
  • Transparent transaction processes with detailed insights.
  • Developed as part of Flipkart Grid 5.0 hackathon

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E-Daftar: Document Management Platform

  • Developed a smart file tracker-cum-manager project for making the file-approval process 100% corruption-free
  • Created two easy-to-use modules for all types of users
  • Employee module enables creation, approval and smooth inter-department transit of files
  • Admin module allows real-time visualization and monitoring of files saving 500+ hours
  • Qualified as a finalist in the Smart India Hackathon, ranking in the top 5 out of 50 teams

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HostelVerse: Hostel Management Platform

  • Developed a web-based application to digitize and automate the daily tasks of a hostel warden
  • Single-click allotment of hostel rooms to students, 100% digitized with no manual efforts
  • Automation of miscellaneous functions like check-in/check-out at gate, housekeeping, etc
  • Geo-location API based hostel attendance for students, saves time and manual efforts

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Time Series Annotation using Active Learning

  • Developed a web-based application leveraging K-Means clustering with active learning, resulting in efficient annotation
  • Utilized PCR melting dataset of 10 million data points to demonstrate application's efficacy
  • Integrated “Uncertainty Sampling” active learning strategy, leading to continuous refining of data clusters based on manual annotator feedback, culminating in efficiently labeled data.

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Zine Robotics and Research Club Website

  • Restructured the official website of Zine Robotics and Research Club using Next.js framework and TailwindCSS.
  • complete with UI design and typescript support.

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Download Resume

Achievements and Co-curricular Activities

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    BLAZING FAST TOUCH TYPER

    Among the 50 fastest touch typers in the world
    Consistent speed of 150+ WPM

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    Finalist in SIH 2022

    For developing a document tracking-cum-management system - E-Daftar

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    3rd in Unscript Rookies

    For developing a hostel tracking-cum-management system - HostelVerse

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    Organiser @ Hack The Chain

    Successfully organized a global hackathon with over 800 registrations and 15+ sponsors.

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    Mentor @ Zine Robotics

    Successfully mentored 100+ freshers across a 10-day robotics-oriented workshop.

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    Project Volunteer @ SPENBIO (2021)

    Led campaigns related to solid-waste management, groundwater conservation, and protection of the eco-sensitive zones of the Indian Himalayas.

Drop me a line

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