Candidates About
AKASH SINGH
akash130595@gmail.com | +91 83185 30683 |
Skills & Interests
Technical: Machine Learning, Python, Linux, Core Java, Advance Excel, SQL, MongoDB, Apache Spark, Hive, Airflow,
Kafka, Hadoop, Cloud Computing, Microsoft Office(Power Point, Word) , C, Power BI, Tableau Desktop, Tableau Server.
Hobbies: Mountaineering, Meditation, Gaming, Sports (Football, Chess and Cricket)
Experience
Jan 2020 -Mar 2023
Evelyn Learning Pvt Ltd – Noida
Quality Analyst
● Applied statistical techniques to interpret data, analyze results, and provide ongoing reports.
● Utilized Power BI, SQL, Python, Excel, Tableau to manipulate and analyze large datasets.
● Participated in team meetings to discuss data-related challenges and proposed solutions.
● Reviewing, analyzing, and reporting on quality discrepancies.
● Delivered the content with an accuracy of 99%.
● Lead a team of 10 members and was responsible for coaching, mentoring and training the team.
● Create graphs, charts, and visual representations of data in Excel to aid in understanding and decision-making
July 2018 -Oct 2019
Startup- inhubpage.com
Entrepreneur-in-residence – Delhi
Worked closely with alumni of DTU, Delhi and ISB Hyderabad Mr. Subhav Sinha in his startup inhubpage.com.
Fostering innovation and new ideas within the organization or startup community.
Offering strategic advice and insights on business development, growth strategies, and market opportunities.
Assisting in problem-solving, identifying challenges, and finding solutions for startups.
Conducting market research and analysis to help startups understand their target market and competition.
Acad. Project
July 2023 -August 2023
Verification of The Test Taker using Machine Learning
Designed an elegant graphical user interface (GUI) with a 90% user satisfaction rating.
Trained and implemented a face recognition model with a recognition accuracy rate of over 98%.
Successfully integrated a real-time database capable of storing login details and recognizing faces, with an average
response time under 200 milliseconds.
Automated data entry processes with 100% accuracy in real-time database updates.
Designed a scalable system capable of handling over 1,000 concurrent users without performance degradation.
Proficient in using key Python libraries, including: Scikit-Learn| Pandas | NumPy | OpenCV | Dlib | Jupyter Notebooks |
Face-Recognition model
Acad. Project
June 2023 -July 2023
Liver Patient Analysis using Machine Learning
Developed a machine learning model to predict the likelihood of liver disease in patients based on various
medicalparameters and historical data.
Achieved a data cleaning and preprocessing efficiency of 95%, resulting in a high-quality dataset.
Improved model performance by extracting 10 relevant features that led to a 15% increase in predictive accuracy.
Evaluated and selected the Random Forest machine learning algorithm, achieving an accuracy of 90% on the test
dataset.
Achieved an F1-score of 0.88 and an area under the ROC curve (AUC) of 0.95 through model tuning and validation.
Implemented a 5-fold cross-validation, resulting in a model variance reduction of 12% and preventing overfitting.
Proficient in using key Python libraries, including: Scikit-Learn| Pandas | NumPy | Matplotlib | Seaborn | Jupyter
Notebooks |
Acquired an in-depth understanding of medical data, leading to a 25% increase in diagnostic accuracy for liver diseases.
Acad. Project
Dec 2017 -May 2018
Braking of Three Phase Induction Motor by Voltage and Frequency
Observed a 15% reduction in motor speed within 5 seconds, demonstrating the effectiveness of voltage reduction for
quick braking.
Observed a 20% reduction in motor speed within 10 seconds, indicating that frequency control can provide smooth and
controlled braking.
Observed a 30% reduction in motor speed within 8 seconds, showcasing the synergy between voltage and frequency
control in braking applications.
Education
Mar 2023-Sep 2023
CDAC KP Bangalore
PG-DIPLOMA in BIG DATA ANALYTICS
● Acquired skills in statistical analysis, machine learning, big data technologies, and data visualization.
● I was Student Leader and was responsible for supporting fellow students, advocating for their interests and well-being.
2014-2018
JSS ACADMEY OF TECHNICAL EDUCATION – Noida
Bachelor of technology, Electrical Engineering
● President of a college society; responsible for managing the team and events.
● Won 3 trophies as captain of college volleyball team; Bagged 1st position in Chess.
2010-2013
ARMY PUBLIC SCHOOL Lucknow
Class 12 (CBSE) & Class 10 (CBSE)
Won 2 trophies as captain of school volleyball team; Won Gold medal in Chess in a cluster event