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Manika GargMG
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Manika Garg

@manikagarg

Machine learning intern at IIRS-ISRO analyzing satellite-based PM2.5 data and building 3D visualizations.

India
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At Indian Institute of Remote Sensing (IIRS), ISRO, I’m analyzing satellite data to study PM2.5 levels across regions of India, with a current focus on Delhi.

I’m matching CPCB, EarthCARE, and ERA5 datasets using machine learning, and developing a user-friendly 3D visualization of PM2.5 data.

I built a real-time Indian Sign Language detection system that translates hand gestures into text. Its image-processing pipeline uses OpenCV and MediaPipe to extract and normalize 3D hand landmarks.

I trained and deployed an MLP for static gestures and an LSTM network for dynamic gestures, with reliable performance under varying lighting conditions. I’m studying for a B.Tech at Banasthali Vidyapith.

Experience

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Education

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Banasthali Vidyapith logoBV

Banasthali Vidyapith

Bachelor of Technology, Technology

2023 -

Grade: 8.94/10

Pursuing a Bachelor of Technology with a CGPA of 8.94/10 up to the 6th semester.

SS

St. Joseph's Senior Secondary School

Class XII, General

Grade: 93.5%

Completed Class XII with 93.5%.

SS

St. Joseph's Senior Secondary School

Class X, General

Grade: 96.4%

Completed Class X with 96.4%.

Tech stack

Software and tools used professionally

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