Mayank Bumb Email & Phone Number

Boston, MA, US

Boston, Massachusetts, United States

• Developed a posture analysis system using 3D Point cloud video from FMCW radar for health and safety monitoring.
• Enhancing an end-to-end Google Cloud pipeline—from data collection to model performance with a focus on improving model accuracies through a combination of PointNet++, CNNs, and LSTMs, thus closing Series A with $16.

Amherst, Massachusetts, United States

• Applied Twitter text-specific pre-trained RoBERTa and Sentence Transformers to analyze 7 years of poll data, using hierarchical and OSLOM graph-based clustering for effective topic segmentation.
• Created sentiment analysis to cluster public opinions from Twitter polls, enhancing topic identification.

Pune, Maharashtra, India

• Compiled a master database with publicly available 230 social factors and identified high-risk US counties for readmission rates using K-means clustering and correlation algorithms.
• Provided detailed reports of Merck products at different periods to the marketing team resulting in a 15% increase in vaccine sales using SQL to retrieve data, PPT and Excel for better visualization, and VBA to.

• Rider Impersonification
• Built a TensorFlow model to ensure correspondence between the rider registered and the rider delivering the food
• Performed quantitative and qualitative analysis to detect and recognize faces and produce embeddings in under 500ms
• Currently, this model impacts 200K riders daily and has brought down the impersonification fraud from 15% to 1%Device fraud detection
• Contributed to solving device fraud using Sentence Transformer and Siamese network to encode input features into vectors and then using a similarity search algorithm to link 2 devices if they are similar
• Post linking, an anomaly detection, Isolation Forest model runs, which flags fraud users with a False Positive of 4%

India

• Founded the company as a designated partner under Start-up India with Certificate No. DIPP104093
• Drafted the business model and pitched into getting incubated with Maker Village and being funded 2.5 Million by the Government of India for product development and company’s expansion

• Organized several events spanning talks, discussions, guest lectures, and teaching sessions for over 500 juniors
• Drafted and compiled an annual report detailing each of the labs project thoroughly to secure funding from the college

Nagpur, Maharashtra

• Created an Auto Test Case generation module for APIs that is capable of creating a Zero-Code compatible Payload using JSON and hence saves manual labor work
• Implemented it by using Spring Boot to code and Postman to hit APIs and check for the payloads

Master'S Degree, Computer Science

Coursework - Neural Networks, Responsible AI, Systems for Data Science, Advanced Natural Language Processing, Deep Generative Models.

Bachelor Of Technology - Btech, Electrical, Electronics And Communications Engineering

Icse, Secondary(10Th)