Skip to content
View sumanth-botlagunta's full-sized avatar
🎯
Focusing
🎯
Focusing
2 followers · 3 following

Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2

Block or report sumanth-botlagunta

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
sumanth-botlagunta/README.md

object detection training loop — forward pass, cross-attention, loss, backpropagation

Sumanth Botlagunta

LinkedIn

Machine Learning Engineer focused on computer vision and generative AI. Experienced across the full model lifecycle — training, evaluation, quantization, and on-device deployment — with recent work spanning LLM applications: RAG, vector search, and agentic systems. Additional background in full-stack web development.

Skills
Machine Learning & AI Deep Learning · CNNs · Computer Vision · VLMs · LLMs · RAG · Vector Databases · Agentic Systems · Model Quantization · On-device AI
Frameworks & Libraries PyTorch · TensorFlow · OpenCV · Hugging Face Transformers · ONNX
Languages Python · C++
Foundations Data Structures & Algorithms · OOP
Tools Docker · Git
Web JavaScript · TypeScript · React · Next.js · Node.js · Express · REST APIs · MongoDB · SQL

Pinned Loading

  1. ecommerce-admin-dashboard ecommerce-admin-dashboard Public

    Ecommerce admin dashboard acts as SAAS to provide api end points built using nextjs, postgres planetscale database,

    TypeScript

  2. basic_llm basic_llm Public

    A transformer language model built from scratch: attention mechanisms, model architecture, and text data handling implemented module by module.

    Jupyter Notebook

  3. DocString_generator_python DocString_generator_python Public

    Automates Python docstring generation using fine-tuned CodeT5 transformer model with parameter-efficient LoRA training.

    Jupyter Notebook

  4. Football_analysis Football_analysis Public

    Computer vision pipeline for football match video: player and ball tracking, team assignment, and ball-possession attribution per player.

    Jupyter Notebook

  5. stack_overflow_next13 stack_overflow_next13 Public

    Stack Overflow Clone: Full-stack web app, Next.js 14, TypeScript, Tailwind CSS, MongoDB. Clerk authentication, theming, tag-based organization, and responsive design. Users post/manage questions, e…

    TypeScript