Srividhya Sainath - PhD Student

Q: Where is Srividhya based?

Srividhya is based in Dresden, Germany .

Q: What languages does Srividhya speak?

Srividhya speaks the following languages: English (Advanced), German (Elementary) .

Q: How many years of experience does Srividhya have?

Srividhya has at least 8 years of experience. During this time, Srividhya has worked in at least 6 different roles and for 5 different companies . The average length of individual experience is 1 year and 3 months . Note that Srividhya may not have shared all experience and actually has more experience.

Q: What roles would Srividhya be best suited for?

Based on recent experience, Srividhya would be well-suited for roles such as: PhD Student, Data Manager, Master Thesis Student .

Q: What is Srividhya's latest experience?

Srividhya's most recent position is PhD Student at KatherLab EKFZ for digital health TU Dresden .

Q: What companies has Srividhya worked for in recent years?

In recent years, Srividhya has worked for KatherLab EKFZ for digital health TU Dresden , Fraunhofer SCAI , and ZIH TU Dresden .

Q: Which industries is Srividhya most experienced in?

Srividhya is most experienced in industries like Healthcare , Information Technology , and Professional Services . Srividhya also has some experience in Education , Retail , and Biotechnology .

Q: Which business areas is Srividhya most experienced in?

Srividhya is most experienced in business areas like Research and Development , Business Intelligence , and Information Technology . Srividhya also has some experience in Human Resources , Project Management , and Operations .

Q: Which industries has Srividhya worked in recently?

Srividhya has recently worked in industries like Healthcare , Education , and Information Technology .

Q: Which business areas has Srividhya worked in recently?

Srividhya has recently worked in business areas like Research and Development , Information Technology , and Project Management .

Recommended expert

Dresden, Germany

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Experience

Oct 2024 - Present

1 year 10 months

Dresden, Germany

PhD Student

KatherLab EKFZ for digital health TU Dresden

Primary Research:
Developed a compact (<700M parameters) generative vision-language model for whole slide image (WSI) by refining image tokenisation.
Established an improved evaluation framework, including a curated question-answering dataset and metric selection.
In preparation for submission.
Collaboration:
Conducting research in digital biomarker discovery in computational pathology (CPath) using AI methods.
Collaborated on projects with international partners, including the Francis Crick Institute (Molecular biomarker prediction in Clear-cell renal carcinoma), HeCOG Greece (Lynch syndrome identification in colorectal carcinoma and Multimodal survival prediction for Prostate adenocarcinoma) and the National Cancer Center Hospital Japan (HIBIRD).
The work with the Francis Crick Institute is currently being prepared for submission. The collaborative work in Japan has already been published, and the HeCOG projects are ongoing.
Consortium:
Manage inter-institutional collaboration and objectives as the KatherLab representative for the LiSYM Consortium.
Teaching:
Conducted online workshop sessions for two years at the Clinicum Digitale, educating physicians and medical students on the fundamentals of AI and Python skills.
Led a multimodal foundation model workshop at the AI in Cancer Research Summer School in Corfu, organized as part of ESAC.
Presented a talk on vision-language models at the AI in Medicine Summer School, a collaborative event by EKFZ, GENIAL, the TransformLiver Consortium, and ESAC.

Oct 2023 - Oct 2024

1 year 1 month

Dresden, Germany

Data Manager

KatherLab EKFZ for digital health TU Dresden

Managed the laboratory's extensive dataset, encompassing multiple terabytes of images, text data, annotations, and omics data stored on the ZIH server.
Documented existing information and identified public datasets required by the research team (PhDs and Post-Docs).
Downloaded and preprocessed necessary public datasets for team members.
Proactively tracked datasets and resolved issues by coordinating with the ZIH service team.

Dec 2022 - Aug 2023

9 months

Sankt Augustin, Germany

Master Thesis Student

Fraunhofer SCAI

Master Thesis at Fraunhofer SCAI under the supervision of Prof. Dr. Holger Fröhlich
"Molecular Stratification of Parkinson's Disease" - Score 1.0

Apr 2022 - Nov 2022

8 months

Dresden, Germany

Student Assistant

ZIH TU Dresden

Enhanced the existing web design implemented using the Django framework by incorporating user feedback received from the project's Gitlab page.
Implemented & perfected several additional features, including the creation of a User page to display individual user details.

May 2018 - Oct 2020

2 years 6 months

Deputy Manager

WNS (Holdings) Ltd.

Individual contributor at the Global Organisational Development Team as a Data Analyst handling People analytics projects.
Shared key benchmarking reports & effectively built and structured various ad-hoc dashboards of ongoing operations (SQLITE, Advanced Excel, and Tableau).
Performed predictive analysis using Statistical methods such as GLM, PCA, and parametric and non-parametric methods on employee datasets to identify trends in learning, attrition and performance patterns (R).

Apr 2015 - Apr 2016

1 year 1 month

Data Analyst

Amazon.com

Performed extensive data analysis on an ongoing basis as per stakeholder requirements. Predominantly used Advanced Excel, SQLite and R to perform analysis and generate reports.

Dresden, Germany

Research Project

BIOTEC TU Dresden

Research Project at BIOTEC TU Dresden under the supervision of Prof. Dr. Michael Schroeder
"Unitig-based GWAS on E.coli strains reveal known and potential quinolone-resistance regions." - Score 1,2

Working Student

KPI werk GmbH

Developed a Python script utilising openCV to automate PDF invoice processing.
Achieved an 87% accuracy rate in identifying PDF invoices and extracting relevant details.
Developed and managed the display and outline of Client specific object-handling portal using SAP UI5.

India

Master Thesis Student

University of Madras

Master Thesis at University of Madras under the supervision of Dr.P.T.Srinivasan
"In Silico study of Sirtuin-2 – implicated in Parkinson's Disease"

Industry Experience

See where this freelancer has spent most of their professional time.

Experienced in Healthcare, Education, Information Technology, Professional Services, Retail, and Biotechnology.

Healthcare

Education

Information Technology

Professional Services

Retail

Biotechnology

Business Area Experience

See which departments and functions this freelancer has contributed to most.

Experienced in Research and Development, Information Technology, Business Intelligence, Human Resources, Project Management, and Operations.

Research and Development

Information Technology

Business Intelligence

Human Resources

Project Management

Operations

Summary

Current PhD Student at KatherLab, EKFZ for digital health, TU Dresden
Masters in Computational Modeling and Simulation - Life Sciences (GPA - 1.5)
6+ years of overall work experience with expertise in data processing/analysis technologies: SQL, Python (Pytorch, Tensorflow, Numpy, Pandas), Unix (Shell scripting), R, Tableau
~3 years of project management experience with WNS and Amazon on Business Analytics projects

Languages

English

Advanced

German

Elementary

Education

Oct 2020 - Sep 2023

TU Dresden

Masters · Computational Modeling & Simulation · Germany

May 2018 - Oct 2020

University of Madras

Bachelors and Masters · Biochemistry · India

Statistics

Experience

Total positions 9

Experience in Healthcare 3.5 y

Avg length 10 m

Longest experience 2 y 5 m

Global Experience

Countries worked in 2 (Germany, India)

Primary country Germany

Expertise

Recent roles PhD Student, Data Manager, Master Thesis Student

Main industries Healthcare, Education, Information Technology

Main business areas Research and Development, Information Technology, Business Intelligence

Qualifications

Highest degree Master

Profile

Created

July 2026

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Frequently asked questions

Have questions? Find more information here.

Where is Srividhya based?

Srividhya is based in Dresden, Germany.

What languages does Srividhya speak?

Srividhya speaks the following languages: English (Advanced), German (Elementary).

How many years of experience does Srividhya have?

Srividhya has at least 8 years of experience. During this time, Srividhya has worked in at least 6 different roles and for 5 different companies. The average length of individual experience is 1 year and 3 months. Note that Srividhya may not have shared all experience and actually has more experience.

What roles would Srividhya be best suited for?

Based on recent experience, Srividhya would be well-suited for roles such as: PhD Student, Data Manager, Master Thesis Student.

What is Srividhya's latest experience?

Srividhya's most recent position is PhD Student at KatherLab EKFZ for digital health TU Dresden.

What companies has Srividhya worked for in recent years?

In recent years, Srividhya has worked for KatherLab EKFZ for digital health TU Dresden, Fraunhofer SCAI, and ZIH TU Dresden.

Which industries is Srividhya most experienced in?

Srividhya is most experienced in industries like Healthcare, Information Technology, and Professional Services. Srividhya also has some experience in Education, Retail, and Biotechnology.

Which business areas is Srividhya most experienced in?

Srividhya is most experienced in business areas like Research and Development, Business Intelligence, and Information Technology. Srividhya also has some experience in Human Resources, Project Management, and Operations.

Which industries has Srividhya worked in recently?

Srividhya has recently worked in industries like Healthcare, Education, and Information Technology.

Which business areas has Srividhya worked in recently?

Srividhya has recently worked in business areas like Research and Development, Information Technology, and Project Management.

What is Srividhya's education?

Srividhya holds a Master in Computational Modeling & Simulation from TU Dresden and a Master in Biochemistry from University of Madras.

What is the availability of Srividhya?

The availability of Srividhya needs to be confirmed.

What is the rate of Srividhya?

Srividhya's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.