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Hi, I'm Karl.

I studied AI and Machine Learning at Atlas SkillTech University in Mumbai and graduated in 2026 with the Chancellor's Gold Medal.

Along the way I did three internships: data analysis at Digirise Infolabs, computer vision at EdTech Society and LLM tooling at Unreal Dimension. Now I'm an AI Ops Engineer at AHA Smart Homes, building production tools and floor-plan computer vision.

The path so far

  1. 2022 – 2026

    Atlas SkillTech University

    BSc (Hons) AI & Machine Learning

    GPA 8.29/10, Chancellor's Gold Medal. Class Representative 2024–2026; coordinator for TEDx and Illenium Fest; Munzil MUN Honourable Mention 2024.

  2. Oct 2023 – Nov 2023

    Digirise Infolabs

    Machine Learning Intern

    EDA and predictive modelling on sales, fraud detection and classification datasets.

  3. Jan 2025 – Apr 2025

    EdTech Society

    Machine Learning Intern

    Team projects: a CNN that detects pneumonia in chest X-rays, and a CNN that recognises facial emotions, which we presented at IIT Madras T4E 2025.

  4. Feb 2025 – Aug 2025

    Unreal Dimension

    Generative AI Intern (part-time)

    Built LLM wrappers with LangChain and Ollama for application features, and worked across model experimentation, tracking and deployment.

  5. Mar 2026 – Present

    AHA Smart Homes

    AI Ops Engineer

    Internal AI and software systems: proposal tooling, floor-plan computer vision, automation, inventory sync, support integrations and dashboards.

Recognition

Atlas SkillTech University, 2026

Chancellor's Gold Medalist

The university's top institutional honour, for academic performance, research, innovation and campus leadership, awarded as topper of the uGDX Class of 2026. GPA 8.29/10.

Chancellor's Medal engraved 'Karl Sequeira, Topper, uGDX Class of 2026', on an Atlas SkillTech University folder

Design No. 479196-001, class 14-02, registered 5 November 2025

Registered Design: Smart Attendance Device

Registered under India's Designs Act, 2000, in the names of Atlas Skilltech University, Karl Neil Sequeira and Dr. Suman Madan.

Certificate of Registration of Design No. 479196-001 for Smart Attendance Device, issued by the Patent Office, Government of India

International Conference on Technology for Education

Research Presenter, IIT Madras T4E 2025

Presented "Image Classification Using CNN" with Lamya Adenwala and Keenan Pereira.

Karl with teammates Lamya Adenwala and Keenan Pereira, the Founding President and Chancellor of ATLAS SkillTech University, and Pro Vice-Chancellor Heena Thakkar
With my teammates, the Founding President and Chancellor, and Pro Vice-Chancellor Heena Thakkar at ATLAS SkillTech University.

Toolkit

I build models

  • Python
  • PyTorch
  • TensorFlow
  • Keras
  • OpenCV
  • scikit-learn
  • NumPy
  • pandas

I build retrieval systems

  • BM25
  • Vector search
  • RRF
  • Cross-encoder reranking
  • Embeddings
  • Chroma
  • LangChain
  • Ollama

I build products around them

  • React
  • Vite
  • Tailwind
  • Next.js
  • FastAPI
  • MongoDB
  • Postgres
  • Supabase
  • Docker
  • AWS
  • GCP
  • Azure

I evaluate them

  • pytest
  • Retrieval evaluation
  • Experiment design
  • Failure analysis

Certifications

  • Google Developer Groups Code Vipassana (Apr 2023)
  • Ethics in Engineering Practice, NPTEL (Oct 2022)