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Saicharan S

@saicharans

Artificial Intelligence Developer at Janitri Innovations Pvt. Ltd

Bengaluru, KA

github.com/charansai612

Janitri Innovations Pvt. LtdJNTUH University Hyderabad

Saicharan S is an Artificial Intelligence Developer with expertise in developing deep learning models, particularly for medical signal processing like ECG and uterine contraction analysis. He has experience developing machine learning backends using FastAPI and monitoring models in hospital settings. His technical skills include proficiency in Python, TensorFlow, PyTorch, and various signal processing techniques.

Experience

Artificial Intelligence Developer

Janitri Innovations Pvt. Ltd

Dec 2020 - PresentBengaluru, KA

Develop size to performance ratio deep learning models. Develop and maintain core python Keyar algorithm package which is used to compute the maternal and fetal heart rate. Design efficient data loaders and data pipelines which consumes less memory. Developed separate machine learning backend using FastAPI which has reduced the core software team dependencies. Monitor the developed machine/deep learning models performing research studies in hospitals like Narayana Hrudayalaya, AIIMS (Patna, Jodhpur), KIIMS. Study and implement the research papers related to ECG, uterine contractions. Developed automated graphical data analysis report by using libraries like Plotly, Pandas, Seaborn which reduced the public health team time in use of SQL playground. Actively participate in hackathons to boost the company’s IP.

Education

JNTUH University Hyderabad

B.Tech

Electrical and Electronics

Invalid Date - May 2019

ACE Engineering College

Diploma

Electrical and Electronics

Invalid Date - Mar 2016

Skills

Python
Javascript
Numpy
Pandas
Matplotlib
Seaborn
Plotly
Sci-kit
Scipy
OpenCV
PyWavelets
TensorBoard
wandb
Linear Regression
Logistic Regression
SVM
Random Forest
XGBoost
PCA
TensorFlow
Keras
PyTorch
FastAPI
ANN
DNN
CNN
RNN
LSTM
Transfer Learning
Encoder-Decoder Network’s
Excel
PowerPoint
Word
LATEX
TEX
Markdown
AWS: EC2
Git