A Machine Learning Engineer with a Master's in Data Analytics Engineering (2023) , she possesses a blend of academic and practical experience, notably in scaling ML models for marine monitoring and advancing applied science for product development at MIT. Her project achievements include an end-to-end novel recipe recommendation engine that improved e-commerce precision by 40%, an AI self-diagnosis tool recognized by Harvard Medical School, and an AI-powered Android application for weight estimation showcased at UNESCO MGIEP. With expertise in enhancing performance, reducing latency, and deploying AI products, She is eager to transition into industry roles where she can drive innovation in machine learning and data science. She also has given talks at Google as WomenTechmakers Ambassador, UN, UNESCO, ITU, ICTP, Harvard Medical School, UNESCO MGIEP on AI for Social Good . I have skills in PyTorch, Tensorflow, Python, SQL, Tableau and AWS, Azure and GCP, MongoDB, ML-ops

Updates

Nov 2021: Health Data Science Symposium: Smartphones, Wearable Poster selected on AI Enabled Self Diagnosis Tool using Tongue Image Caputre and Prescription Generation organised and hosted by the Brigham & Women's Hospital and Harvard Medical School Dept of Neurosurgery's Computational Neuroscience Outcomes Center & the Harvard School of Public Health Onnela Lab , Boston MA
Feb 2024: Started teaching for ML for System Design course at Northeastern University!
Oct 2023: I gave a talk at the UN General Assembly on e-science for SDG2030
May 2023: I attended Google IO'23 in person!!
March 2023: Co-organized a Women-in-Tech event DevCon #OdetoIWD as International Women's Day Celebration
June 2022: Interning @ MIT Media Lab!
March 2022:Selected as WomenTechmakers Scholar by Google!
Jan 2022: Developed a novel Food Recommendation systems using Chemical Compounds!
Aug 2021: Winner of Data Analytics Hackathon(Easy Track) organised by DAESO club, Northeastern University, Boston, MA
Jun 2021: WSIS TalkX: New Technologies and Innovations for Ocean Conservation Moderator on World Oceans Day as a WSIS Youth Campaginer, organised by Permanent Missions of the Dominican Republic and Portugal together with ITU and UNESCO. Check out the tweet by ITU Liaison Office with the UN in New York
May 2021: WSIS Youth Campaign Selected as Youth in ICT Campaginer by WSIS Forum ITU , UNESCO , UNDP and UNCTAD
Apr 2021: Launched the WSIS Youth Campaign in the closing ceremony of WSIS 2021
Mar 2021: Letter of Appreciation by our Honorable Chief Minister of Gujarat Shri Vijay Rupani for representing my projects at ITU and UN partners’ WSIS Forum 2021



Work Experience

Adjunct Faculty February'23- Present
Northeastern University, Boston - US
Teaching Machine Learning for System Design course.

Machine Learning Engineer January'23 - Present
Robust Systems Lab, Northeastern University, Boston - US
Automating processes for marine monitoring using Video Classification

Research Intern/Applied Scientist June'22 - December'22
MIT Media Lab , Cambridge - US

Undergraduate Research Fellow Jan'19 - Feb'19
ICT4D Lab, ICTP , Trieste Italy 1 Month
Selected among 12 participants and recieved a grant from ITU around the world to study about LoRa Communication technology for Machine Learning and IoT applications such as Ocean Monitoring, Weather Monitoring in the Workshop on Rapid Prototyping of Internet of Things Solutions for Science | (smr 3268)
Pitched an idea on AI Enabled Traffic Monitoring System using LoRaWAN during case study presentation
video| certificate of Recognition

Research Intern Jan'21 - May'21
BISAG-N, Gandhinagar, India 4 Months
Successfully developed a deep learning model with 87% accuracy to perform land cover classification for change detection.
Two satellite images of the specific time and coordinates are cropped from Sentinel Hub for data collection.
Pre-processed using the GDAL library for dataset preparation.
Created mask images for semantic segmentation using LabelMe annotation tool on the training data set and trained the mask images using U-Net Image Segmentation model.
Tested using the image of the different periods if any change was detected change maps were displayed.

Publications

Real-Time COVID-19 Detection and Prediction Using Chest X-rays and CT Scan: A Comparative Study Using AI
Dhwani Trivedi*, Rutvik Patel*, Meha Dave*, Vatsa Dave* (* = Equal Contribution)
GCAIA | Global Conference on Artificial Intelligence and Applications (GCAIA 2020)
book chapter| abstract| website

AI Enabled Self Diagnosis Predictor Tool Using Tongue Image Capture with Automatic Prescription Generation
Dhwani Trivedi*, Bhargav Goradiya, Dr. Rajvirsinh Rana (* = Equal Contribution)
IJITEE | International Journal of Innovative Technology nand Exploring Engineering
paper| video| poster at Harvad Medical School

Identifying the Weight of Potatoes using Artificial Intelligence on Raspberry Pi and Android Application
Prof. Ronak Vashi, Dr. Rajvirsinh Rana Dhwani Trivedi
STEMVG2018 | Science Technology Engineering Vibrant Gujarat 2018
proceedings| poster

Paper presentation on AI-Enabled Wearable using Gesture Recognition
Dhwani Trivedi
ICHDMAST | ICHDMAST International conference at MBICT- 2019
abstract| poster

Talks and Interviews

Mobile Learning Week (MLW'18) UNESCO HQ
Talked about AI in Education and Ethics
Paris France
video

New Technologies and Innovations for Ocean Conservation, organised by the Permanent Missions of the Dominican Republic and Portugal together with ITU and UNESCO
Moderator as ITU’s WSIS Youth in ICT Campaigner at the WSIS TalkX
ITU, UNESCO, Virtual 7th June 2021.
video

WSIS’21 ICTs and Youth track: International Girls in ICT Day organized by ITU
Talked on my professional journey in ICT as a Youth Speaker on Girls in ICT Day to empower girls to pursue ICT as career option
Virtual, Switzerland- 23 April 2021
video

We need more women in Tech- Article by Thelma Chikwanha
Paris, France
article

Social Work

M19 Collective!
Healthcare workers around the world are working 24*7 to test patients that might be carrying the coronavirus. These workers are in need of face shields during this time of intense testing in India. Hence to help these corona warriors I and my brother joined the M19 Initiative and made over 350 face sheilds to help the health care workers from Coronavirus.
Makers' Assylum
The 200k Update | NDTV Hop Live | NewsX