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@ashwanthramkl
AI Engineer specializing in advanced machine learning and LLM development.
I am an AI Engineer with a strong foundation in machine learning and natural language processing. Currently, I work at ProdGain Pvt Ltd, where I architect cutting-edge systems that leverage advanced AI models to enhance market research capabilities. My recent projects have focused on developing sophisticated search pipelines and evaluation frameworks that significantly improve research quality and cost efficiency.
Previously, as a Data Scientist Intern at FarmwiseAI, I constructed a topic tagging recommendation system that boosted user engagement on a social media platform. My approach integrates LLMs for enhanced tagging accuracy and user participation. I am passionate about utilizing AI to solve complex problems and drive innovation in technology.
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Work history, roles, and key accomplishments
ProdGain Pvt Ltd
Jun 2024 - Present (1 year 5 months)
As an AI Engineer, I architected a DeepResearch system utilizing Claude 3.7 Sonnet and GPT-4o, enhancing market research capabilities. I implemented an evaluation framework for comparing AI models and developed a search pipeline ensuring content relevance based on specific criteria. Additionally, I optimized costs through model benchmarking and intelligent content caching.
FarmwiseAI Pvt Ltd
Aug 2023 - Jun 2024 (10 months)
During my internship as a Data Scientist, I developed a topic tagging recommendation system using LLMs, which improved user engagement on a social media platform. I also implemented content routing based on topic tags and standardized Canonical Lists of Topics to enhance tagging accuracy.
Degrees, certifications, and relevant coursework
Bachelor of Engineering, Computer Science and Engineering
2020 - 2024
Bachelor of Engineering (B.E) in Computer Science and Engineering, focusing on the principles of computer science, software development, and engineering practices.
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