Hello there! I'm Dishant, a data scientist and engineer with a passion for turning raw data into actionable insights. With my Master's in Information Systems Management from Carnegie Mellon University, I'm on a journey to bridge the gap between cutting-edge technology and real-world business challenges.My fascination with data began during my undergrad years in Mumbai, where I first discovered the power of algorithms to solve complex problems. Since then, I've been on an exciting ride through the world of data science and engineering, working on everything from optimizing chemical manufacturing processes to predicting real estate trends in emerging markets.What drives me?I'm constantly amazed by the potential of data to revolutionize businesses and improve lives. Whether it's developing scalable data pipelines, crafting machine learning models, or creating intuitive dashboards, I thrive on the challenge of extracting meaningful stories from numbers.My toolkit:- Python is my go-to language (with a special love for pandas and scikit-learn)- I speak fluent SQL and have a growing romance with NoSQL databases- AWS cloud services are my playground for building robust, scalable solutions- I believe in the power of visualization, wielding tools like PowerBI and Tableau to make data accessible to allBeyond the code:When I'm not immersed in data, you might find me exploring Pittsburgh's food scene, experimenting with new recipes in my kitchen, or planning my next travel adventure. I believe that diverse experiences fuel creativity in problem-solving.I'm always eager to connect with fellow data enthusiasts, industry professionals, and anyone passionate about leveraging technology for positive change. Whether you're looking to collaborate on a project, discuss the latest trends in AI, or just swap data horror stories, don't hesitate to reach out!Let's explore how we can harness the power of data to make a difference in the world, one insight at a time.
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Backend EngineerNodestarNew York, Ny, Us -
Data EngineerNodestar Sep 2024 - PresentNew York, United States• Engineered an async, multithreaded JSON pipeline for OpenAI and Anthropic chatbots, automating PDF/EPUB extraction into structured JSON, improving processing speed by 18% and significantly enhancing performance of AI-driven educational tools -
Capstone Project: Data EngineerSecondarydao Jan 2024 - May 2024Pittsburgh, Pennsylvania, United StatesI worked with SecondaryDao over the semester for my capstone project under Carnegie Mellon University.• Applied XGBoost to predict short-term rental prices in San Salvador, achieving 31% accuracy and 223.1 RMSE, boosting investor confidence and optimizing property investment decisions• Developed a Grafana dashboard for real-time KPI monitoring, accelerating market response by 9% through tracking key metrics like TVL, Market Capitalization, and Transaction Throughput• Integrated… Show more I worked with SecondaryDao over the semester for my capstone project under Carnegie Mellon University.• Applied XGBoost to predict short-term rental prices in San Salvador, achieving 31% accuracy and 223.1 RMSE, boosting investor confidence and optimizing property investment decisions• Developed a Grafana dashboard for real-time KPI monitoring, accelerating market response by 9% through tracking key metrics like TVL, Market Capitalization, and Transaction Throughput• Integrated Two-Factor Authentication service using Twilio for Web 3.0 platform’s login and registration, enhancing user security • Applied batch processing in arbitrum smart contract to reduce the gas cost by 22%, reducing overall transaction cost on platform Show less -
Product Data ManagerCarlisle Construction Materials Jan 2024 - Apr 2024Pittsburgh, Pennsylvania, United StatesI worked with Carlisle Construction Materials over the semester to work on a project with them under the Corporate Startup Lab Course at Carnegie Mellon University.• Developed a sustainability metrics dashboard using Python, PowerBI, and AWS (S3, Lambda, Redshift) to track solar reflectivity, emissions, and energy efficiency, tapping into a $49M market opportunity• Led the development of an IoT-based leak detection system within roof layers, reducing costs by 28% through precise… Show more I worked with Carlisle Construction Materials over the semester to work on a project with them under the Corporate Startup Lab Course at Carnegie Mellon University.• Developed a sustainability metrics dashboard using Python, PowerBI, and AWS (S3, Lambda, Redshift) to track solar reflectivity, emissions, and energy efficiency, tapping into a $49M market opportunity• Led the development of an IoT-based leak detection system within roof layers, reducing costs by 28% through precise humidity signal analysis to identify leak locations Show less -
Teaching AssistantCarnegie Mellon University Oct 2023 - Dec 2023Pittsburgh, Pennsylvania, United StatesCourse: Fundamentals of Operationalizing Artificial Intelligence -
Teaching AssistantCarnegie Mellon University Aug 2023 - Dec 2023Pittsburgh, Pennsylvania, United StatesCourse: Managing Digital Business -
Data EngineerNodestar Apr 2023 - Sep 2023New York City Metropolitan Area• Implemented scalable data pipelines integrating 15+ financial data sources for MasterFi AI, aiding a successful $300k pre-seed• Optimized a 1M+ record database using indexing, significantly accelerating data retrieval times by 7 seconds per query• Collaborated with cross-functional teams and C-suite to deliver reports on 14 KPIs for financial chatbot performance analysis• Integrated Agents with tools, enhancing the functionality and efficiency of the financial model -
Marketing AnalystKrishna Solvechem Ltd. Jan 2022 - Dec 2022Mumbai, Maharashtra, IndiaDibromomethane Manufacturing Unit• Revamped manufacturing processes using 255 days of data and Random Forest, increasing output from 4 to 4.08 tons/day• Designed a dynamic pipeline to integrate real-time data, enabling simulations and adjustments for ongoing process improvementCustomer Analytics on Bromine-Derivative Products• Enhanced retention using K-Means Clustering on 6 years of data, achieving a 0.72 Silhouette Score, improving marketing strategy•… Show more Dibromomethane Manufacturing Unit• Revamped manufacturing processes using 255 days of data and Random Forest, increasing output from 4 to 4.08 tons/day• Designed a dynamic pipeline to integrate real-time data, enabling simulations and adjustments for ongoing process improvementCustomer Analytics on Bromine-Derivative Products• Enhanced retention using K-Means Clustering on 6 years of data, achieving a 0.72 Silhouette Score, improving marketing strategy• Utilized BERT for sentiment analysis on 10,000+ reviews over 18 months, achieving 81% accuracy and boosting customer loyalty• Visualized the results from clustering and sentiment analysis to build dashboard on Tableau, enabling data-driven decision-making Show less
Dishant Vora Education Details
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Management Information Systems, General -
Information Technology -
Ryan International School, Malad West, MumbaiIcse
Frequently Asked Questions about Dishant Vora
What company does Dishant Vora work for?
Dishant Vora works for Nodestar
What is Dishant Vora's role at the current company?
Dishant Vora's current role is Backend Engineer.
What schools did Dishant Vora attend?
Dishant Vora attended Carnegie Mellon University, Fr. Conceicao Rodrigues College Of Engineering, Ryan International School, Malad West, Mumbai.
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