Amaresh Ganesan Email and Phone Number
As a developer passionate about leveraging advanced technologies, I specialize in computer vision concepts, including signal processing, image processing and classification, and data augmentation. My expertise extends to Python, data analysis, machine learning algorithms, neural networks, LLM - Retrieval Augment Generation, structured query language, React Native, GIS and related analysis libraries and processes, AWS services, and three.js for 3D model web views. I am actively seeking opportunities to apply my skills and deepen my knowledge in a dynamic and innovative environment.
How I Met Your Tech
View- Website:
- how-i-met-your.tech
- Employees:
- 4
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Backend And Devops EngineerHow I Met Your TechBengaluru, Ka, In
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Research FellowDepartment Of Science & Technology, Government Of India Apr 2024 - PresentUpes,Dehradun, Uttarakhand, India– Leading the development of an AI model for fetal arrhythmia detection using Non-Invasive fetal ECG data and researching signal processing techniques to advance prenatal diagnostics.– Fine-tuned open-source language models with RAG to optimize topic-specific performance.– Gained expertise in cutting-edge image processing and classification, applying them to healthcare challenges.– Engineered the React Native app “Hridai” for ECG tagging, tailored to Indian demographic data, enhancing accuracy and accessibility. -
Software Developer In Research & DevelopmentAvakaza Geo-Science Research & Technologies Aug 2023 - Mar 2024Bengaluru, Karnataka, India– Analyzed and deployed ML models to uncover patterns and insights in geospatial data.– Processed GIS data with GeoPandas and Rasterio, utilizing PostgreSQL for efficient spatial data management, and learned ArcGIS and QGIS for advanced geospatial data analysis.– Created interactive 3D maps using Three.js, enhancing user engagement and visualization.– Deployed and managed AWS servers (EC2, RDS, S3, Lambda), optimizing for cost efficiency and performance. -
Machine Learning ResearcherUpes Mar 2023 - Jun 2023Dehradun, Uttarakhand, India– Developed and optimized machine learning models for healthcare image classification, enhancing diagnostic accuracy.– Conducted in-depth research on ECG Signal Classification via Wasserstein Distance: Uncovering Distinctive Patterns in Heart Rate for Health Status Prediction, improving model performance by 15%.– Proficient in a range of computer vision algorithms and classifiers, with hands-on experience in implementing advanced techniques. -
Software Developer TraineeInforvio Technologies Sep 2022 - Oct 2022Coimbatore, Tamil Nadu, India– Automated processes using Python Playwright, enhancing operational efficiency.– Gained hands-on experience with AWS Cloud, MySQL, and Linux for seamless system integration.– Streamlined financial reporting for ”Fortuna Financial”, improving accuracy and reducing manual work. -
Rider & ConsultantRoyal Enfield Oct 2020 - Oct 2021Mayiladuturai, Tamil Nadu, India
Amaresh Ganesan Education Details
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Computer Science -
Dharmapuram Adhinam Arts CollegeComputer Science
Frequently Asked Questions about Amaresh Ganesan
What company does Amaresh Ganesan work for?
Amaresh Ganesan works for How I Met Your Tech
What is Amaresh Ganesan's role at the current company?
Amaresh Ganesan's current role is Backend and Devops Engineer.
What schools did Amaresh Ganesan attend?
Amaresh Ganesan attended Anna University - India, Dharmapuram Adhinam Arts College, Bharathidasan University (Bdu), Tiruchirappalli.
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