Dec 2024 - Present
Who is Prasanna Venkatesh? Overview
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Quick answer
Prasanna Venkatesh is listed as Founding Member at Karta, based in Bengaluru, Karnataka, India. AeroLeads shows a matched LinkedIn profile for Prasanna Venkatesh.
Prasanna Venkatesh previously worked as Technical Lead AI at Atlas Systems and Data Scientist at Iquantm Technologies.
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Email format at Karta
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Karta
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Profile bio
About Prasanna Venkatesh
Experienced Data Scientist with 4 years of industry expertise in Machine Learning, NLP, and Computer Vision. Skilled in leading teams to develop innovative solutions and driving research initiatives. Proven track record of delivering scalable applications and achieving impactful results, including proficiency in cloud, deployment strategies and advanced techniques like GenAI and LLM.
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6 roles
Prasanna Venkatesh work experience
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Technical Lead Ai
Data Scientist
- Leading the ML team to develop deep learning based Invoice automation engine.
- Research and development of custom LLM based applications with langchain.
- Experience with LLM include, Fine-tuning with LoRa/QLoRa, Instruction tuning, Optimization with Llama.cpp,GPTQ,AWQ and efficiently deploying the LLM at scale.
- Reduced the Inference time by 30 times in CPU and memory by 3 times by performing state-of-the art optimization techniques for the Invoice automation engine.
- Led the successful deployment of the ML engine on AWS Fargate, orchestrated through CICD pipelines, enhancing system reliability and automating deployment processes.
- Implemented Asynchronous processing and task orchestration using Amazon ECS, enabling seamless scalability and efficient utilization of resources.
Oct 2022 - Mar 2024
Data Scientist Ll
- Developed Cyber Risk scorecard model using Machine Learning
- Involved in design and development of data pipelines in PySpark which includes, Data transformation, utlier removal, Data Appends and feature engineering
- Performed statistical analysis to generate actionable insights
- Implemented End to End ML model building workflow in Data bricks using MLFlow which includes, Feature selection, Hyperparameter tuning, Model Validation and Model selection
- Actively collaborated and supported to US analytics team for various projects
Apr 2022 - Oct 2022
Data Scientist
- Developed various Deep Learning Computer Vision solutions for Industry safety and maintenance- Increased the inference speed of the model more than 10 times by using various optimizing techniques- Achieved more than 90% accuracy in the majority of the DL solutions- Majority of work include model building and optimizing using Tensorrt and Deploying on the.
Nov 2020 - Apr 2022
Data Science Intern
- Worked on Data cleaning and feature Engineering- Contributed to Model building of Machine Learning and NLP based projects- Contributed to build pypi package and docker images
Jun 2020 - Nov 2020
FAQ
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What company does Prasanna Venkatesh work for?
Prasanna Venkatesh works for Karta.
What is Prasanna Venkatesh's role at Karta?
Prasanna Venkatesh is listed as Founding Member at Karta.
Where is Prasanna Venkatesh based?
Prasanna Venkatesh is based in Bengaluru, Karnataka, India while working with Karta.
What companies has Prasanna Venkatesh worked for?
Prasanna Venkatesh has worked for Karta, Atlas Systems, Iquantm Technologies, Dun & Bradstreet, and Mirrag Ai.
How can I contact Prasanna Venkatesh?
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