Aveek Goswami
AWS Certified Machine Learning Engineer. I like building, reading, and cheering for Manchester United.
DV

About

Final year MEng Computational Bioengineering student with experience applying machine learning concepts and developing software products through internships, college projects and personal endeavours. I’m continuously improving my technical skillset, and I'm eager to build cutting-edge products in the fast-growing machine learning industry.

Work Experience

M

MathWorks

Sep 2025 - Present
Software Engineer
Graduate Engineer in the Engineering Development Group.
S

Sachiv.ai

Jan 2024 - Aug 2024
Software Engineer
Developed a full-stack meeting intelligence application for users to schedule meeting bots with Recall API, store call transcripts using a Zilliz vector embedding database, and query meetings using OpenAI API and LangChain. Deployed dockerised frontend and backend services serverlessly using GCP Cloud Run.
R

Remidio Innovative Solutions

Jul 2023 - Dec 2023
Machine Learning Engineer Intern
Trained CNNs to predict retinal thickness from fundus images to aid AMD diagnosis. Devised a multi-pass bilinear interpolation algorithm for U-Net training; implemented transfer learning with EfficientNet-B0. Achieved ~4% mean error.
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Nullspace Robotics

Jul 2022 - Sep 2022
Machine Learning Engineer Intern
Designed pipeline for data cleaning, image processing, and machine learning inference to classify lego technic pieces. Trained self-designed CNN with TensorFlow on 6100 images, achieving 93% classification accuracy across 7 classes.
G

GovTech Singapore

May 2021 - Aug 2021
Research Engineer Intern
Project lead for SmartGym bluetooth blood pressure monitor. Configured Raspberry Pi subscriber to receive Bluetooth blood pressure monitor indications from senior citizens. Published data using MQTT via Mosquitto; stored in MongoDB and displayed on Flutter app.
S

Singapore Civil Defence Force

Jul 2019 - Feb 2021
Firefighter
Led and managed a team of 20 firefighters. Responded to the 2021 Kwong Wai Shiu Hospital fire; extinguished within 2 hours.

Skills

Python
C++
Java
Matlab
AWS
Google Cloud
React
Next.js
TailwindCSS
Tensorflow
PyTorch
My Projects

Check out my work

I've worked on projects from simple websites to complex applications. Here are a few of my favorites.

my.notes

Building a meeting intelligence application which allows users to record, refer to and chat with their meetings.

Next.js
Typescript
TailwindCSS
FastAPI
Google Cloud
LangChain
Milvus
Hyperspectral Brain Imaging

Hyperspectral Brain Imaging

Built an imaging system to observe Alzheimer's biomarkers, using spectral unmixing and principal component analysis algorithms.

MATLAB
Image Processing
CAD
LLMAO - Large Language Models: An Overview

LLMAO - Large Language Models: An Overview

Delivered a 4-week workshop on LLMs to 120 attendees. Topics covered include prompt engineering, supervised fine-tuning, RLHF, and building systems with LangChain, HuggingFace, Gradio, OpenAI API.

LangChain
OpenAI API
Prompt Engineering
Gradio
HuggingFace
Breast Cancer Prediction

Breast Cancer Prediction

Developed an OpenCV image processing pipeline, deployed a CNN for breast density classification using Streamlit.

Tensorflow
OpenCV
Streamlit
Scikit-Learn

Veekly Bobangs - Deals App

Developed a React Native App and a Python web-scraping service. Retrieves food promotions and displays the offers’ coordinates on a map at your location

React
JavaScript
Selenium
BeautifulSoup
Agent ARnold

Agent ARnold

Designed a mixed reality game for children with Cerebral Palsy on Unity with C# scripting and computer vision. In collaboration with the Pace Centre.

Unity
Mixed Reality
Vuforia
C#
Computer Vision
Blog

View my latest posts

I write about my work experiences, projects, and other things I find interesting.

  • Understanding Transformers

    Towards Data Science

    A straightforward breakdown of “Attention is All You Need”
    Understanding Transformers
  • Building a Lego Technic sorter with Real-Time Advanced Object Recognition

    Towards Data Science, Nullspace Robotics

    Integrated object detection and recognition into a Raspberry Pi to process images and classify lego pieces in real time
    Building a Lego Technic sorter with Real-Time Advanced Object Recognition
  • Agent ARnold: An Augmented Reality game for children with Cerebral Palsy

    Antaeus AR

    Using mixed reality and physical props to train kids’ fine and gross motor skills
    Agent ARnold: An Augmented Reality game for children with Cerebral Palsy
Contact

Get in Touch

Want to chat? Message me on LinkedIn.

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