Manas Kumar Jha

Experience

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  Randomize MUJ

  Nov 2020 - Apr 2022

  Organized and Managed various events for the official club of CSE, Manipal University Jaipur.

  • Event Coordinator

    Jul 2021 - Apr 2022

  • Working Team

    Nov 2020 - Jul 2021
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  JPMorgan Chase & Co.

  May 2022 - Jul 2022

  Code for Good Hackathon Mentee

  Selected as one of the top applicants across India to participate in JP Morgan Chase's annual "Code For Good" hackathon, focused on developing technical solutions for NGOs.Developed a comprehensive portal for the Tinker Hat Foundation, serving as a one-stop destination for student training. The portal features an organized system for uploading and accessing learning materials, a forum for Q&A categorized by educational standards, progress tracking with evaluation reports, and sections for uploading and downloading curriculum, class activities, and assignments. Additionally, it includes a roadmap for individual growth and separate admin access for managing all activities. Show less

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  Manipal University Jaipur

  Feb 2023 - Feb 2023

  Liaison Officer

  Served as Liaison Officer for the MUJ and Industry Leadership Summit 3.0 at Manipal University Jaipur.

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  GirlScript Summer of Code

  May 2023 - Jun 2023

  Contributor
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  The Sparks Foundation

  Jun 2023 - Jul 2023

  Data Science Intern

  𝑫𝒂𝒕𝒂 𝑽𝒊𝒔𝒖𝒂𝒍𝒊𝒛𝒂𝒕𝒊𝒐𝒏 𝑷𝒓𝒐𝒋𝒆𝒄𝒕𝒔 Successfully executed a range of data visualization projects with high precision, adeptly handling structured, semi-structured, and unstructured data types. Utilized advanced visualization tools such as Tableau, Power BI, and Matplotlib to create dynamic and interactive dashboards, facilitating intuitive understanding and exploration of complex datasets. Implemented custom visualizations and employed data aggregation techniques to highlight key metrics and trends.𝑴𝒂𝒄𝒉𝒊𝒏𝒆 𝑳𝒆𝒂𝒓𝒏𝒊𝒏𝒈 𝒇𝒐𝒓 𝑫𝒂𝒕𝒂 𝑰𝒏𝒔𝒊𝒈𝒉𝒕𝒔Leveraged both supervised and unsupervised learning algorithms to extract actionable insights from data. Implemented models such as decision trees, random forests, and support vector machines for classification and regression tasks. Utilized clustering techniques like K-means and hierarchical clustering for segmentation and pattern recognition. Conducted feature engineering and selection, hyperparameter tuning, and model evaluation to optimize performance and achieve business objectives. Show less

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  Tata Steel

  Jun 2023 - Jul 2023

  Data Science Intern

  𝑽𝒊𝒅𝒆𝒐 𝑨𝒏𝒂𝒍𝒚𝒕𝒊𝒄𝒔 𝑺𝒐𝒍𝒖𝒕𝒊𝒐𝒏Developed and implemented a video-based traffic violation detection system using OpenCV for image processing and EasyOCR for optical character recognition. Designed an efficient pipeline to capture and process video frames in real-time, accurately extracting and recognizing vehicle number plates. The system utilized advanced image pre-processing techniques, such as Gaussian blurring and edge detection, to enhance the accuracy of number plate detection, ensuring compliance with traffic regulations.𝑺𝒕𝒐𝒄𝒌 𝑷𝒓𝒊𝒄𝒆 𝑷𝒓𝒆𝒅𝒊𝒄𝒕𝒊𝒐𝒏Designed and deployed a Long Short-Term Memory (LSTM) model, a type of Recurrent Neural Network (RNN), to forecast the share prices of Tata Steel for the upcoming quarter. The model was trained on historical time-series data, leveraging features such as past prices, trading volume, and macroeconomic indicators. Developed an interactive dashboard in Tableau, enabling users to visualize predictive analytics and assist in portfolio management and investment decision-making strategies. Show less

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  Signzy

  Feb 2024 - now

  Optimized large-scale data operations, enhancing query performance by 40% across 𝐄𝐥𝐚𝐬𝐭𝐢𝐜𝐒𝐞𝐚𝐫𝐜𝐡, 𝐑𝐢𝐜𝐞𝐫𝐢𝐚, 𝐏𝐨𝐬𝐭𝐠𝐫𝐞𝐒𝐐𝐋, 𝐚𝐧𝐝 𝐂𝐥𝐢𝐜𝐤𝐇𝐨𝐮𝐬𝐞 𝐟𝐨𝐫 𝟐𝟎𝟎𝐌+ 𝐫𝐞𝐜𝐨𝐫𝐝𝐬, accelerating product analytics and decision-making.𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞𝐝 𝐬𝐜𝐫𝐢𝐩𝐭𝐬 & 𝐝𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝𝐬, eliminating 𝟏𝟎+ 𝐡𝐨𝐮𝐫𝐬 𝐨𝐟 𝐦𝐚𝐧𝐮𝐚𝐥 𝐰𝐨𝐫𝐤 𝐩𝐞𝐫 𝐰𝐞𝐞𝐤, leading to faster executive decision-making and improved data accessibility across teams.𝐋𝐞𝐝 𝐩𝐫𝐨𝐝𝐮𝐜𝐭-𝐝𝐫𝐢𝐯𝐞𝐧 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬, collaborating with PMs and AI teams to extract high-value insights, influencing feature prioritization and go-to-market strategy for competitive positioning. Show less 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐞𝐝 𝐀𝐏𝐈-𝐝𝐫𝐢𝐯𝐞𝐧 𝐝𝐚𝐭𝐚 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬, automating data ingestion and transformation, reducing manual effort, and improving data accessibility for analytics teams.𝐄𝐧𝐡𝐚𝐧𝐜𝐞𝐝 𝐝𝐚𝐭𝐚 𝐢𝐧𝐭𝐞𝐠𝐫𝐢𝐭𝐲 & 𝐬𝐭𝐨𝐫𝐚𝐠𝐞, implementing 𝐜𝐥𝐞𝐚𝐧𝐬𝐢𝐧𝐠, 𝐧𝐨𝐫𝐦𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧, 𝐚𝐧𝐝 𝐒𝐐𝐋 𝐨𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧𝐬, improving data quality by 𝟑𝟎% and supporting more accurate reporting.𝐂𝐨𝐧𝐝𝐮𝐜𝐭𝐞𝐝 𝐦𝐚𝐫𝐤𝐞𝐭 & 𝐩𝐫𝐨𝐝𝐮𝐜𝐭 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡, leveraging data-driven insights to support feature development and improve business strategy alignment. Show less

  • Data Analyst

    Oct 2024 - now

  • Data Analyst Intern

    Feb 2024 - Sept 2024