Manoj Arasada

Experience

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  Humanitarian Technology (HuT) Labs

  Aug 2015 - May 2018

  Research Assistant

  I worked on several cutting-edge projects at the intersection of robotics, automation, and machine learning. This included developing a Room Cleaning Robot equipped with LiDAR, ultrasonic, and infrared sensors for efficient navigation and obstacle detection. Additionally, I contributed to the creation of an Autonomous Fire Fighting Robot, integrating thermal imaging sensors and flame detectors with machine learning algorithms for accurate fire detection and dynamic path planning.I also led the development of an Autonomous Dosa Making Robot using Programmable Logic Controllers (PLCs), collaborating with a team to ensure precise cooking control and motion sequences. In aerial robotics, I played a role in creating an Autonomous Human Detection System mounted on a drone, which utilized machine learning techniques and dimensionality reduction algorithms for reliable human presence detection.Furthermore, I conducted research on ECG Beat Classification using Machine Learning Models, aiming to improve the diagnosis of cardiovascular diseases. These experiences allowed me to refine my skills in sensor integration, algorithm development, and system implementation, while contributing to advancements in various fields of technology and healthcare. Show less

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  Rashtriya Ispat Nigam Limited (Rinl)

  Dec 2018 - Jul 2019

  Internship Trainee

  As a trainee in networking and supply chain management, I immersed myself in Networking solutions, learning about routers, switches, and firewalls, as well as protocols like TCP/IP. I gained hands-on experience in network configuration, troubleshooting, and optimization to ensure efficient data transmission across different network layers.Within supply chain management, I delved into logistics and procurement, utilizing ERP systems such as SAP and Oracle. I gained insights into lean manufacturing principles, Six Sigma methodologies, and the application of data analytics for supply chain optimization and demand forecasting.Throughout my training, I acquired a deep understanding of networking technologies and supply chain processes, preparing me to tackle real-world challenges in these fields and contribute effectively to organizational success. Show less

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  Mu Sigma Inc.

  Oct 2019 - Oct 2021

  Data Scientist

  • Collaborated with clients in banking, healthcare, and retail sectors to utilize Python, R, and SQL for data engineering, visualization, and statistical modeling.• Developed predictive analytics models in banking to increase customer retention by 8% and reduce processing time by 17%.• Applied AI techniques in healthcare to reduce readmission rates by 10% and implemented KPI reporting dashboards for a 15% improvement in resource allocation.

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  Astrault Technologies International Pvt Ltd

  Nov 2021 - Jul 2022

  Senior Data Analyst - Co Founder

  • Led data-driven decision-making processes for successful project acquisitions, showcasing the value of analytics in driving business growth.• Automated complex analytical dashboards using Excel, Tableau, and PowerBI to provide actionable insights to Senior Management.• Implemented measures resulting in a 20% reduction in excess inventory levels, optimizing inventory management processes and generating cost savings.

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  University of South Florida

  Sept 2022 - Jul 2024

  Research Assistant (AI & ML Developer)

  Led the development of AI tutoring platforms at the University of South Florida, utilizing custom GPT models and Azure AI API integration to enhance learning by 30%. Integrated transformers and BERT models to elevate language understanding by 25% for context-aware interactions. Analyzed 91,000+ Amazon product reviews using NLTK and machine learning models to provide data-driven insights for e-commerce.

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  Infobae

  Aug 2024 - Sept 2024

  AI Engineer

  • Designed and implemented a smart scraping pipeline using Python, JSON, and OpenAI's GPT-4 to automate data extraction from web sources.• Configured and integrated multiple AI models, enhancing natural language processing and embedding accuracy.• Leveraged Fire Crawl and Microsoft Autogen to create intelligent agents, improving automation and efficiency in data collection workflows.

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  ADL Final Mile

  Aug 2024 - now

  Data Analyst

  In my role as a Data Analyst at ADL Final Mile, I utilized Azure SQL and Python to extract and manipulate data, automated processes with Xcelerator, and developed Power BI dashboards for enhanced KPI tracking. I streamlined invoicing by automating processes with Azure Document Intelligence, reducing processing time by 30%. Additionally, I utilized Power Automate to automate ETL processes using Automated Cloud Flow and Data Preprocessing.