Lavanya Nemani Email & Phone Number

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

Rome, Latium, Italy

Developing a custom computer vision supervised model of variational-autoencoders in Python for generating segmentation of partially occluded objects in images from an upcoming astrophysical survey EUCLID using machine learning module tensorflow-keras and supporting libraries like matplotlib.pyplot (for Visualizations), numpy, pandas & scikit-learn (for.

Bengaluru, Karnataka, India

Application of Facebook's DETR algorithm for detection of mitotic figures in breast cancer WSIs (Whole slide images). Tasks accomplished: 1. Data preparation for training - COCO format of Object detection2. Training with DETR algorithm (Results can be seen below)3. Augmentation of dataset, Custom loss implementation4. Inference for the WSI

Rome, Latium, Italy

Developed a pipeline for finding new Key Opinion Leaders (KOLs) in the medical field for a Pharmaceutical company by automating data-extraction tools like scrapers, APIs and data-analysis with graph-networks of KOLs saving the company over 150+ business hours.

Bonn, North Rhine-Westphalia, Germany

Course: ‘EDV für Physikerinnen und Physiker’ (Computer science ex-ercises for physicists) for Python, LaTeX & Linux | By: Prof. Thomas Erben

Bonn, North Rhine-Westphalia, Germany

Labelling point cloud | By: Institut für Informatik, Department of computer vision and photogrammetry

Bonn, North Rhine-Westphalia, Germany

Course: ‘Multiwavelength Observations of Galaxy Clusters’ | By: Prof. Thomas Reiprich & Dr. Florian Pacaud

Doctor Of Philosophy - Phd, Astrophysics

Master Of Science - Ms, Astronomy And Astrophysics, 1.7 (German Scale)

Master thesis: Galaxy Cluster Population Synthesis Developed a public tool available on github for generating a mock catalog of galaxy.

Bachelor Of Science - Bs, Physics, 81.40%

High School Diploma, 90.20%

Extensive Vision Ai Program - V7, Computer Vision

1. Fine-tuned Facebook’s state-of-the art Object Detection Algorithm DETR (Detection with Transformers) for a custom dataset of face-masks.

Extensive Python & Pytorch For Ai, Computer Programming

Built a modular Application system using decorators, generators, iterators with Object Oriented Programming

Workshop & Hackathon, Artificial Intelligence

Tested Autoencoders, GANs & their flavors like vanilla, variational & Probablistic Autoencoders

Workshop & Hackathon

Emulated matter power-spectrum using Autoencoders

Debating The Potential Of Ml In Astoronomical Surverys | Conference

Gave a talk on PhD thesis "Reconstructing blended galaxies with Machine Learning"

Where The Earth Meets The Sky | Conference

An inter-disciplinary workshop for researchers in Astrophysics and Medical/Public HealthSciences giving talks on statistical and machine.

Conference, Artificial Intelligence

Talks on unsupervised, semi-supervised, and supervised representation learning includingsocietal considerations of representation learning.

Astronomical Surveys And Big Data 2 | Conference

International symposium on Big data in Astronomy, astronomical catalogs, upcomingsurveys, analysis and visualization tools

Conference

Gave a seminar on Master thesis "Galaxy cluster population synthesis"

Winter School

Lectures on weak lensing and large scale structure, black holes, 21cm intensity mapping& Machine learning. | By: CEA - Saclay, Institute.

Internship

Topic: “Cluster mass function for eROSITA”Using MultiDark simulations to study effects of sample selection functions for upcomingeROSITA.

Internship

Topic: “Studying effect of window function”Studying the effect of window function on measured power spectrum by comparingpower spectrum.

Summer School On Cosmology

Lectures on CMB, dark energy and dark matter, Gravitational wave astronomy, inflation,large scale structure from collapse models and.

Conference

Posters presented: 1. Topic: Towards the restoration of the Jantar Mantar observatory in-struments at Delhi Ia. Calibration and.

Radio Astronomy Winter School

Lectures on Electrodynamics, Sun, Stellar Evolution, Inter Stellar Medium, AGNs, Pulsars, galaxy clusters, Cosmology, GTR & several.

Internship

Topic: “Black hole — Galaxy Cluster Co evolution with GMRT”Analysis of radio galaxies & their environment using alternate data release of.

Internship, Positional Astronomy

Analysis of observations taken from Jai prakas instrument at the historical Jantar MantarObservatory for purposes of restoration. Advisor.

Conference

Poster presented: 1. Topic: Reporting Discoveries from GMRT by RAD@home citizen-scientists using complete TGSS DR5 data