Namaste!

I'm Samriddh Kumar Singh



A Data Scientist

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Name: Samriddh Kumar Singh

Job Role: Data Science Researcher

Institution: MNIT/ISRO

Address: Jaipur, India

Skills

SQL 95%
PYTHON 85%
Excel 85%
Machine Learning 92%
Deep Learning 90%
Cloud 80%

About

About Me

Creating cloud based ML solutions for various domains including Healthcare, Chip designing, and IOTs. Have ample experiecne in implementing Ai models in real world applications. Currently working on development of a Digital twin model under ISRO. Have hands on experiece with ML/DL python libraries, Azure Cloud, SQL and Excel. & machine learning. A Certified SQL and Python programmer.

  • Profile: Data Science & Analytics
  • Domain: Machine Learning, Deep learning, Health Care, Statical Analysis, Forecasting & MLOps
  • Education: Bachelor of Technology, ECE
  • Language: English, Hindi
  • Skills: Azure Cloud, PySpark, SQL, Excel, Linux & SEO
  • Libraries: TensorFlow, PyTorch, Keras, ScikitLearn, Matplotlib, Seaborn
  • Interest: Traveling, Writing, History

0 +   Projects completed

LinkedIn

Resume

Resume

An enthusiatic Data scientist and researher with experince in database, and model deployment tools.Conceptual clarity in fundamentals of Machine larning and deep learning models.

Experience


Feb, 2024-Present

Machine Learning Researcher

MNIT/ISRO

Woking on a ISRO project at Malviya National Institue of Technology(MNIT), Jaipur .

  • Developing a digital twin model of Jaipur city for disaster control and management
  • Implemented density and hierarchial based clustering algorithms for classification and removal of noise from ICESAT(NASA) data

Aug,2023-Feb,2024

Inhouse Machine Learning Researcher

Manipal University Jaipur(MUJ)

Worked as Inhouse Machine Learning researcher at MUJ.

  • Developed a novel parameter prediction system for a MOS based adder, which predicted transistor design parameters. Its initial stages got a R2 score of 0.84.
  • In final stage of a predictive model, designed to forecast available broadcasting frequency slots. Utilized, VAR and ARIMA time series prediction techniques.



Education


2020-2024

Bachelor of Technology

Manipal University Jaipur

CGPA: 8.97

2017-2019

Higher Secondary School

Sun Flower Convent School

Grade: 70%.

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Projects

Projects

Below are the some of Data Science projects on Python, ML, DL, Excel.

Excel Macro based auto cold-mailing solution

Created a macro in Excel to automate the process of sending job/intern emails to HRs. You just require a excel sheet of HRs emails and their names and you are good to go

Deep learning project for ECG based heartbeat classification.

Implemented a novel RESNET architecture and improved accuracy and precision to 97%.

Chip design paremeter prediction system for a VLSI circuit.

A novel system developed to predict supply volatge and transistor's(MOS) technology node, based on design specification provided by client.


U-nets and Attention Unets based comparative study.

Compartive analysis of semantic segmentatin of tumours in Brain MRI scans

A LLM based solution for interactive learning

A solution to solve mundane reading prblem for students. Generates images and a narration story based on given text of book.(under development)

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More projects on Github

I love to solve real world problems & uncover hidden data patterns and exploit them to find something new


GitHub

Contact

Contact Me

Below are the details to reach out to me!

Address

Jaipur, India

Contact Number

+ 91 73985-71982

Email Address

sam08012001@gmail.com

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