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Esha Ghorpade Email & Phone Number
Machine Learning Engineer
at
Precision Neuroscience
LinkedIn matched
3 data sources
Profile completeness 86%
Current company
Role
Machine Learning Engineer
Location
Amherst, Massachusetts, United States
Company size
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Esha Ghorpade is listed as Machine Learning Engineer at Precision Neuroscience, a company with 100 employees, based in Amherst, Massachusetts, United States. AeroLeads shows a matched LinkedIn profile for Esha Ghorpade.
Esha Ghorpade previously worked as Machine Learning Engineer at Senseye, Inc. and Machine Learning Engineer Intern at Senseye, Inc.. Esha Ghorpade holds Master Of Science - Ms, Computer Science from University Of Massachusetts Amherst.
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Precision Neuroscience
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Profile bio
About Esha Ghorpade
I’m a recent Computer Science graduate from UMass Amherst and currently work as a Machine Learning Engineer at Senseye, specializing in computer vision and generative AI. I've developed cutting edge computer vision pipelines for eye segmentation and gaze tracking, leveraging state-of-the-art deep learning models and AI technologies. With hands-on experience deploying scalable AI solutions on cloud infrastructure, I’ve successfully reduced operational costs by 25% through efficient model deployment on AWS SageMaker.As a Graduate Research Assistant at Oracle, I focused on enhancing reasoning in large language models (LLMs) using Process of Elimination strategies, achieving a 20% improvement in accuracy.With a strong foundation in building innovative models and optimizing algorithms, I’m passionate about leveraging AI to tackle complex challenges and drive impactful, real-world solutions. I thrive on challenges and continuously seek to push the boundaries of technology!!
Current workplace
Esha Ghorpade's current company
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Precision Neuroscience
6 roles
Esha Ghorpade work experience
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Machine Learning Engineer
Machine Learning Engineer Intern
- Engineered diverse 2D gaze estimation models in Pytorch combining CNNs, Squeeze and Excitation Blocks, and Dilated Convolution layers with attention mechanisms. Achieved an RMSE of 1.1 cm on the GazeCapture dataset.
- Integrated end-to-end data preparation for gaze estimation models by curating custom datasets from company videos hosted on AWS S3.
- Developed an Image Data Processing library in Python with multiprocessing-driven job scheduling, resulting in a 3x speed-up. Implemented image data processing for eye contrast enhancement and facial analysis using dlib.
Jul 2023 - May 2024
Graduate Research Assistant
Conducted research aimed at enhancing the reasoning capabilities of large language models (LLMs) through the process of elimination (POE) as a reasoning strategy. Explored three key methods: POE Threshold, refining answer choices using a logit-based threshold; Tournament Style, employing pairwise comparisons to iteratively eliminate less reasonable.
Feb 2024 - May 2024
Graduate Research Assistant (Bionlp Lab)
Working on building a LLM Medical Factuality Checker Chain
Jun 2023 - Sep 2023
Machine Learning Intern
- Implemented transformer models (T5-base, BART) and a Seq2Seq model with attention using GRU for text summarization of lab reports. Best ROGUE-L F1 score of 0.88 was achieved on the T5-base model.
- Evaluated image processing techniques like hough line transformation and a U-net-based image-to-image network for Intelligent document processing. Was successfully able to extract handwritten information from uploaded.
May 2021 - Aug 2021
2 education records
Esha Ghorpade education
Master Of Science - Ms, Computer Science
Bachelor Of Engineering - Be (Hons.), Computer Science, 9.36
FAQ
Frequently asked questions about Esha Ghorpade
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What company does Esha Ghorpade work for?
Esha Ghorpade works for Precision Neuroscience.
What is Esha Ghorpade's role at Precision Neuroscience?
Esha Ghorpade is listed as Machine Learning Engineer at Precision Neuroscience.
Where is Esha Ghorpade based?
Esha Ghorpade is based in Amherst, Massachusetts, United States while working with Precision Neuroscience.
What companies has Esha Ghorpade worked for?
Esha Ghorpade has worked for Precision Neuroscience, Senseye, Inc., Oracle, University Of Massachusetts Amherst, and Datametica Solutions Private Limited.
How can I contact Esha Ghorpade?
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What schools did Esha Ghorpade attend?
Esha Ghorpade holds Master Of Science - Ms, Computer Science from University Of Massachusetts Amherst.
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