Profile

Full-stack engineer with 2+ years shipping production CRM systems and LLM pipelines — led a 5-person team, fine-tuned Llama-2 at intern level, and published at ICVR 2025.

Professional Experience
Associate Software Engineer, MaTrack.inc (Sieva Networks)
Mar 2024 – Jan 2026 | (Remote)
  • •Architected a multi-tenant CRM platform end-to-end — led system design, frontend decisions, and a 5-person team across deployments, improving operational efficiency by 40%.
  • •Built a bulk import pipeline, workflow automation engine, and Zoho email fetcher — managed webhook events via RabbitMQ, scheduled SMS/​email campaigns with custom frequency controls, reducing manual overhead by 60%.
  • •Engineered a sequential bulk calling system and conversational AI bot — eliminated manual dial friction for staff and enabled 24/​7 customer coverage, boosting engagement by 30%.
  • •Integrated payments end-to-end with Twilio, SendGrid, and Jupico — automating voice follow-ups, installment tracking, and real-time sync across the full stack.
  • •Built a custom Claude plugin for the codebase — enabling Claude to read, enforce, and validate internal engineering guidelines and coding rules directly within the development workflow.
    • University research assistant, Amrita Centre for WNA
    Feb 2023 – May 2023 | Amritapuri
  • •Rapidly acquired Unity, C#, and MRTK from scratch — applied 3D spatial mapping, physics, and real-world alignment to integrate photogrammetric reconstructions of Moovar Kovil into HoloLens 2, solving frame rate bottlenecks from ~15fps to a stable 60fps through scene optimization and baked lighting.
  • •Researched the architectural and historical context of Moovar Kovil to design interactive MR learning experiences — iterated across multiple feedback cycles to build KovilLens, a cultural heritage preservation platform.
  • •Contributed to a peer-reviewed publication accepted at ICVR 2025 (Wageningen, Netherlands) — translating hands-on engineering and domain research into a conference-ready paper within a 3-month research window.
    • Software developer Intern, ICTS, Amrita School of Computing
    Dec 2022 – May 2023 | Amritapuri
  • •Built a neonatal care web application for Amrita Hospital (Kochi) using Frappe — digitized clinical data capture workflows, replacing manual documentation and reducing data entry load by ~35%.
  • •Fine-tuned Llama-2-7B on ~3,000 neonatal attributes and engineered a natural-language-to-SQL query system — eliminating traditional filter-based search for clinicians and enabling intuitive data retrieval 3x faster highly variable patient dataset.
  • •Implemented similarity-based patient clustering for early diagnosis — surfaced infants with matching disease traits automatically, cutting diagnostic identification time by ~40% and reducing delays in treatment workflows.
    • Publications

    “KovilLens: A Mixed Reality Application for Digital Preservation and Exploration of Moovar Kovil”⁠ Accepted at the 11th International Conference on Virtual Reality (ICVR 2025), Wageningen, Netherlands, July 2025.

    Skills
    Programming

    Python, JavaScript, Java, C++, TypeScript

    Databases

    PostgreSQL, MySQL

    Frameworks / Libraries

    FastAPI, Dramatiq, Next.js, React, Frappe

    Tools

    Git, VS Code, Claude

    Cloud & Infra

    Azure, GCP, Docker, Kubernetes, Redis, RabbitMQ, Linux

    AI/ML

    LLM Fine-tuning (Llama-2), NL-to-SQL, Conversational AI

    Cloud Training & Badges

    21 skill badges · Kubernetes, Cloud Engineering, ML APIs, BigQuery, GCP Networking, Generative AI

    187 badges · 39 trophies · Microsoft Learn Apprenticeship.

    Hackathons
    Access Denied, Anokha 2023
    Apr 2023 | Coimbatore, Tamil Nadu

    1st place, Amrita national techfest · competitive coding & electronics against teams across India.

    Chakravyuha (IEEE Kerala Section)
    Oct 2023 | Palakkad, Kerala

    2nd place, national IEEE hackathon built assistive tech with real-time voice guidance for the visually impaired.

    Education
    Bachelor of Technology in Computer science (CGPA:7.96)
    2020 – 2024 | Amritpuri

    Amrita School of Computing