Results-driven Data Scientist with nearly three years of experience in the Pharmaceutical and Architectural domains. Adept at leveraging cutting-edge technologies to deliver tangible business impact. Recognized for developing an AI Search Engine for Architects, streamlining their workflow from a day's work to just a minute. Skilled in forecasting optimal advertising strategies, resulting in increased effectiveness and an 8% boost in sales.In the Architectural domain, I designed and implemented an AI Search Engine utilizing state-of-the-art Transformers models, achieving a remarkable 93.5% improvement in efficiency for architects and engineers. By automating data extraction from the Revit tool using Python and optimizing calculation processes, I enhanced overall efficiency by 95%. Furthermore, I created a robust database utilizing SQL and Power BI for actionable insights, empowering informed decision-making.Within the Pharmaceutical sector, I utilized regression models to forecast optimal advertising channels, leading to an 8% sales increase. Additionally, I accurately predicted annual appraisals for Medical Representatives with a 95.3% accuracy rate. By automating file onboarding processes using Python, I reduced manual effort by 90%, optimizing productivity and reducing errors.Proficient in Computer Vision, NLP, Deep Learning, and Machine Learning, I possess comprehensive knowledge of a wide range of models and frameworks. Skilled in Object-Oriented Programming, AIOps, MLOps, and Cloud Technologies (AWS, Azure, GCP), I am well-versed in deploying scalable solutions. With expertise in Hadoop, Spark, Hive, and Tableau, I excel in handling big data and generating actionable visualizations.M.Tech holder in Machine Learning, Computer Science, and Engineering from the prestigious Indian Institute of Technology (IIT). Throughout my academic journey, I focused on machine learning, advanced algorithms, artificial intelligence, and data mining, among other key areas.I am a self-motivated competitive coder with a proactive approach, keen attention to detail, and strong problem-solving abilities. Committed to delivering impactful results, I thrive in challenging environments and exhibit exceptional critical thinking skills.Open to new opportunities, I am eager to apply my expertise in driving data-driven insights and fostering innovation. Let's connect to explore potential collaborations and contribute to impactful projects together.
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Senior Data ScientistBlue YonderIndia -
Manager - Data Science1707 Capital Nov 2024 - PresentDubai, United Arab Emirates -
Data ScientistE& Dec 2023 - Oct 2024Dubai, United Arab Emirates● Deployed an IoT-driven AI solution, preprocessing the data from 1100 sensors for last 5 years using Python and created dashboards using Tableau which now automatically indicates the performance and health of sensors and it saves 24 hours of monitoring. ● Constructed a dashboard using Power BI which identifies anomalies exceeding 150000 thousand meters for electricity and water installed across 2 districts. It refreshes automatically after every 7 days. ● Built an application for translating Arabic calls between agent and customer into English and then summarizing, classifying and suggesting what actions need to be taken based on conversation. Achieved a Rogue-1 score of 0.56 for summarization. ● Designed an extensive dashboard using Power BI for 78 IoT-enabled garbage bins, providing the client with valuable insights. -
Adjunct FacultyManipal Academy Of Higher Education Oct 2023 - Sep 2024Dubai, United Arab EmiratesDelivered 100+ hours of lectures on Narural Language Processing, Business Analytics, Machine Learning and Big Data to more than 25+ students.Taught students from different batches who are now working as professionals in Data industry. -
Data ScientistArchcorp Architectural Engineering Dec 2022 - Dec 2023Dubai, United Arab Emirates● Utilized cutting-edge Transformers model to develop an AI Search Engine specifically designed forarchitects, leading to a remarkable 93.5% increase in efficiency for both architects and engineers.● Extracted data from the Revit tool using Python and automated the calculation process, resulting in anotable 95% increase in the efficiency of architects and engineers.● Led a team of 3 data scientists in designing and implementing a robust database to store 18 years of the company's extensive quote comparison data and utilized SQL and Power BI for insights.● Developed a Search Engine with GPT Da Vinci model which converts Natural Language to SQL querieswith 97% accuracy, executing them on MS SQL server, and fetching data to the user interface.● Engineered a groundbreaking PDF form-filling program, cutting Administrator's workload from days tominutes, while preserving the original format and structure; saving over 20 hours per week. -
Data ScientistAxtria - Ingenious Insights Dec 2021 - Dec 2022● Forecasted the optimal channel for advertisements using a regression model to be run out of multi-channel ad sources which boosted sales by 8.75%.● Forecasted optimal annual appraisal of Medical Representatives using the US with an accuracy of 95.3%.● Automated the file onboarding process using Python which in turn reduced the manual effort by 91.2%. -
AnalystAxtria - Ingenious Insights Sep 2020 - Dec 2021Noida, Uttar Pradesh, India● Ingested data into Amazon S3 data lake using AWS Glue and then preprocessed the data by writing Hive Query Language. Later, moved the data to Amazon Relational Database so that it can be used in dashboards, forecasting.● Published more than 25+ dashboards using Tableau and presented the insights to the client.● Performed end-to-end Extract, Transform, Load (ETL) operations seamlessly using Matillion, processing over 500 terabytes of data from diverse sources, achieving a data processing speed of 10,000 records per second.● Suggested the Cloud Architect for custom configuration of clusters. This saved 3.5% of the total cost of the project. -
InstructorIndian Institute Of Technology (Indian School Of Mines), Dhanbad Jun 2019 - Jul 2020DhanbadTaught 100s undergrad students about the basics of machine learning and deep learning. Helped the professors in assessment correction and copy checking.
Abhishek Singh Education Details
Frequently Asked Questions about Abhishek Singh
What company does Abhishek Singh work for?
Abhishek Singh works for Blue Yonder
What is Abhishek Singh's role at the current company?
Abhishek Singh's current role is Senior Data Scientist.
What schools did Abhishek Singh attend?
Abhishek Singh attended Indian Institute Of Technology (Indian School Of Mines), Dhanbad, Raj Kumar Goel Institute Of Technology, Ghaziabad.
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Abhishek Singh
Abu Dhabi -
Abhishek Singh
Manager - Regulatory Economics I Taqa TransmissionAbu Dhabi Emirate, United Arab Emirates4taqaglobal.com, gmail.com, gmail.com, stu.upes.ac.in -
Abhishek Singh
Dubai, United Arab Emirates -
Abhishek Singh
Head Of Human Resources | Talent Management | Middle East | Africa | Mba HrDubai, United Arab Emirates3gmail.com, gmail.com, jmglimited.com
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