MSCS UMich '27 | Research in 3D Vision, Multimodal AI, LLMs
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
CLIP-ViL-GradCAM
March 15, 2024 – March 15, 2024
An implemention of CLIP-ViL Gradcam for VQA tasks
View ProjectUrbanSound8k-MelSpectrogram
December 14, 2023 – December 14, 2023
The GitHub repository focuses on transforming audio files into mel-spectrogram images. It was created for the "UrbanSound8k Mel Spectrogram Images" dataset on Kaggle. Key features include sound visualization and dataset creation for sound analysis. The repository includes an Audio-to-Spectrogram.ipynb notebook for creating spectrograms.
View ProjectSplitwiseGPTVision
November 26, 2023 – October 4, 2025
SplitwiseGPT Vision: Streamline bill splitting with AI-driven image processing and OCR. This innovative web app uses Pytesseract, GPT-4 Vision, and the Splitwise API to simplify group expense management. Upload bill images, auto-extract details, and seamlessly integrate expenses into Splitwise groups. Ideal for easy and accurate financial tracking
View Projectdhanishtam.github.io
November 20, 2023 – April 30, 2024
dhanishtam.github.io — repository
View ProjectOpenAI-Assistants-Template
November 7, 2023 – November 30, 2023
Build and deploy AI-driven assistants with our OpenAI Assistants Template. This tutorial provides a hands-on approach to using OpenAI's Assistant API, complete with code modules, interactive Jupyter Notebook examples, and best practices to get you started on creating intelligent conversational agents.
View Projectstable-dffusion-finetuning-flowers
March 11, 2023 – April 8, 2023
A tutorial that guides users through the process of fine-tuning a stable diffusion model using HuggingFace's diffusers library. The tutorial includes advice on suitable hardware requirements, data preparation using the BLIP Flowers Dataset and a Python notebook, and detailed instructions for fine-tuning the model.
View Projectgenetic-handwritten-digits
February 25, 2023 – March 4, 2023
genetic-handwritten-digits — repository
View ProjectNextTechLab-Website
March 1, 2022 – September 6, 2023
Next Tech Lab's Website by the team ' sudo-Beholder ' for NTL Hack '2022. 🙂
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on personal, experimental AI/ML projects, which aligns well with an innovative and research-oriented culture. The diversity of projects, from LLM memory systems to computer vision and audio processing, indicates a broad interest in the data science domain. However, the lack of team-based or professional experience makes it challenging to fully assess cultural fit in a collaborative work environment. The absence of education or work experience details limits the understanding of their background and potential alignment with specific company values or team dynamics.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-directed learning approach, often tackling complex AI/ML challenges. The focus on personal projects suggests strong initiative and problem-solving skills. However, without psychometric test results or interview data, it is difficult to assess specific soft skills like teamwork, stress handling, or communication clarity in a professional setting.