Subham Kumar Singh Email & Phone Number

Newcastle Upon Tyne, Gb

Newcastle Upon Tyne, England, United Kingdom

Conducted comprehensive analysis of qualitative data collected from participants of the Educational Leadership Centre's Continuous Professional Development (CPD) programs in the education sector.Employed advanced Natural Language Processing (NLP) and Machine Learning (ML) techniques to gain meaningful insights from the responses. Utilized sentiment analysis to understand participants' perceptions, opinions, and attitudes towards the CPD programs. Performed topic modeling to identify key themes and prevalent topics discussed by the participants. Employed text classification to categorize responses based on their impact assessment and effectiveness of the programs.Developed custom dashboards and interactive visualization tools to present the findings to stakeholders. These visual representations provided a clear and concise overview of the qualitative data, enabling stakeholders to explore patterns and trends effectively. The intuitive dashboards facilitated easy interpretation and decision-making for program improvement and providing better support to teachers.The analysis revealed valuable information on how the CPD programs impact teaching standards, enabling stakeholders to make data-driven decisions for enhancing program effectiveness and ultimately elevating the overall quality of education provided by teachers in the education sector.

As a contributor to the development of an Automated Advocate Recommending system for the Indian Judiciary, I helped create a system that recommends the best advocate for a new legal case. By building a representation of advocates using multiple methodologies based on their previously fought cases, we aimed to eliminate the manual inception of legal cases and provide experts with a list of suitable advocates. My primary focus during this project was on high court data for a specific number ofadvocates. Through my efforts, we were able to achieve an average of 35% Mean Average Precision over Delhi High Court cases.

Got training on Spark AR, 3D modeling with blender, Visual Scripting, and Reactive Programming. For the Capstone Project, worked on building solution(s) for the Entertainment theme with JordIndian as Theme Partner.

Developed a Stock Analyzer Tool to assist portfolio managers in providing trade recommendations for clients. Utilized libraries to efficiently serialize and deserialize JSON files containing historical trade data, extracting the list of stocks held by users. Developed a robust REST API to seamlessly integrate with third-party services such as Tiingo and Alpha Vantage, enabling the retrieval of accurate stock quotes based on specific historical closing dates. Contributed to the creation of a powerful tool that enhances decision-making processes in the financial industry.

I participated in a project focused on Quantum Cryptography Experiment. We explored encryption methods that utilize principles from quantum physics to ensure secure communication and protection against interception. One such method is the BB84 protocol, which combines the one-time pad encryption technique with the quantum key distribution method. In this protocol, the public exchange only reveals the basis used for encryption, keeping the actual bit values unknown to potential eavesdroppers. Even if an interceptor tries to intervene between the sender and receiver, they can only guess the basis for each bit. Since the basis guess is random, there is a 50% chance of choosing the wrong basis, resulting in detectable errors during the exchange of test bits between the sender and receiver.

Master Of Science - Ms, Data Science (With Specialization In Artificial Intelligence)

Acquired proficiency in a diverse range of tools and techniques, encompassing modeling, analysis, and visualization. Developed.

Bs Ms Dual Degree, Mathematics

Engaged in a rigorous 5‑year Integrated course in mathematical sciences, immersing myself in both abstract and applied concepts.