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tensorsofthewall/README.md

👋 Hi, I'm Sandesh (@tensorsofthewall)

I'm a software engineer and AI researcher passionate about building intelligent systems and meaningful technology. My experience spans computer vision, reinforcement learning, generative AI, and more recently, music/audio. I enjoy collaborating on research, developing real-world applications, and occasionally making robots smarter (or at least funnier).


🛠️ Core Skills & Tools

Programming Languages

Python C++ Java Scala TypeScript

Machine Learning & Deep Learning

PyTorch TensorFlow Scikit-Learn HuggingFace OpenCV NumPy Pandas Matplotlib

Data Science/Analysis

Jupyter Apache Spark SQL ElasticSearch

Cloud, MLOps, & DevOps

AWS GCP Docker Git Jira FastAPI


🌟 Featured Projects

  • BetterSearch
    Desktop app integrating LLMs, advanced RAG, and native OS functionality for file search and content indexing. Features text-to-SQL with osquery, device management, and both local/cloud LLM options.

  • VidTune
    Generative AI web app for tailored music creation for videos, with genre, tempo, keyword, and mixing customization.

  • Unified Local-Cloud Decision-Making
    Research codebase for residual reinforcement learning in embodied vision systems, balancing energy, latency, and safety by dynamic cloud-edge offloading. Presented at ECCV 2024.

  • Autonomous Underwater Vehicle
    Led team to Singapore AUV Challenge finals. Developed navigation, vision, and electronics, and integrated the Sea-Thru water-removal algorithm for underwater object detection.


🏅 Publications


🔬 Experience

Research

  • LossFunk — Independent Researcher (June 2025 – Present, Bangalore, India)
    Pursuing original research in AI and music (source separation).

  • Human-to-Everything (H2X) Lab, Boston University — Visiting Researcher / Graduate Research Assistant (Mar 2023 – Mar 2025, Boston, MA)
    Enhanced vision-language models for autonomous driving, cloud-edge collaboration, state-of-the-art navigation metrics, crowd navigation environments, and multi-robot visual servoing.

  • Boston University — Teaching Assistant (Jan 2024 – May 2024, Boston, MA)
    Assisted with courses on cyber-physical and IoT systems.

  • Robert Bosch GmbH — Research Intern (Jan 2020 – June 2020, Bangalore, India)
    Open-set classification for rare objects, predictive maintenance algorithms.

  • Center for Development of Advanced Computing (CDAC) — Research Intern (May 2019 – Oct 2019, Kolkata, India)
    Person re-identification via dynamic gait analysis; best accuracy on CASIA-B dataset.

Industry

  • Ottometric Inc. — Software Engineering Intern (June 2023 – Aug 2023, Waltham, MA)
    Data summarization algorithms for Ottoviz platform, submodular optimization.

  • Ignitarium Technology Solutions — Software Engineer (AI & ML) (Jan 2022 – July 2022, Bangalore, India)
    Inference optimization on accelerator chips, kernel development, workflow streamlining.

  • Synopsys India — Software Engineer (Jan 2021 – Jan 2022, Bangalore, India)
    Data pipelines (Apache Spark), anomaly detection (BERT), log analysis systems.

  • Thermo Fisher Scientific India Pvt. Ltd. — Summer Intern (May 2018 – July 2018, Hyderabad, India)
    ARM hardware upgrades, embedded C++, UI with Qt5 and Linux Yocto.


🎓 Education


📫 Socials


🎵 Fun Fact

“Hurricane Sandy” wasn’t a weather event — it was me, my spiky hair, and a guitar solo on stage.


Always curious. Occasionally sarcastic. Building the future, one line of code at a time.

Pinned Loading

  1. DIASENGUPTA/UniLCD Public

    Unified Local-Cloud Decision-Making with Residual Reinforcement Learning

    Python 3 1

  2. tensorsofthewall.github.io Public

    Personal Website

    TypeScript

  3. BetterSearch Public

    Desktop search tool that brings natural language to traditional file search.

    Python 4

  4. VidTune Public

    Tailored Music For Your Videos

    Python 2 1

  5. RUFUS Public

    An intelligent web data extraction tool designed for seamless integration with Retrieval-Augmented Generation (RAG) pipelines

    Python

  6. exo-explore/exo Public

    Run your own AI cluster at home with everyday devices 📱💻 🖥️⌚

    Python 29.2k 1.9k

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