I like to train models and implement architectures.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
nference
Data Scientist
June 18, 2026 – Present
VLM-OD
May 17, 2025 – May 19, 2025
experimental: finetune smolVLM on COCO (without any special <locXYZ> tokens)
View ProjectVisionGPT2
September 28, 2023 – October 2, 2023
Combining ViT and GPT-2 for image captioning. Trained on MS-COCO. The model was implemented mostly from scratch.
View Projectyolo-object-detection-kitti
August 28, 2023 – August 28, 2023
2D object detection for KITTI dataset finetuned using Ultralytics YOLOv8
View Projectscratchformers
August 3, 2023 – March 14, 2025
building various transformer model architectures and its modules from scratch.
View ProjectshakespeareGPT
January 20, 2023 – February 15, 2023
understanding language modeling by training a small GPT on Shakespeare plays.
View Projectbible-verse-search-app
October 28, 2022 – December 17, 2022
semantically search Bible verses using NLP: https://bible-verse-search.streamlitapp.com/
View Projectmedia-control
September 27, 2021 – September 28, 2021
Control YouTube, streaming sites, media players on your computer using your phone as a remote.
View Projectglobal-color-picker
October 29, 2020 – May 22, 2021
start the script and click anywhere to get rgb value at the cursor location
View ProjectGooglePage
May 11, 2017 – September 25, 2020
A better looking <not anymore> google.com | Take a look:
View ProjectPython
February 19, 2017 – October 1, 2020
Useful Python scripts written in 3! Uses a lot of modules and APIs.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong self-driven learning approach in machine learning and data science. The diversity of projects (image captioning, object detection, language modeling, semantic search) indicates a broad interest within the field. However, the lack of team projects or contributions to open-source initiatives makes it difficult to assess collaboration and broader cultural fit. The current role as a Data Scientist aligns well with the target role, suggesting a good fit for the technical domain.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are concise, but there is no information regarding collaboration, problem-solving approaches, or communication style in a team setting.