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aditya-sridhar-git/README.md

Hi, I'm Aditya ๐Ÿ‘‹

Computer Science Undergraduate

Projects & Research Head, ACM RVCE ยท RV College of Engineering, Bangalore


About Me

I work across the full machine learning development cycle, from data preprocessing and model training to evaluation and deployment, using both traditional algorithms and deep learning architectures. My work spans automating large scale data reconciliation workflows, building SIEM style security platforms that detect patterns in real time, and designing systems with fault tolerance safeguards for reliability under load. I have also built voice and speech processing pipelines, multi agent automation frameworks, and computer vision based recognition systems.

I care about writing code that is reliable and scalable, not just functional. I'm currently seeking machine learning or data science opportunities where I can grow as an engineer.


Skills

Languages

Machine Learning & AI

Backend & Infra

Databases

Concepts: Object-Oriented Programming, Data Preprocessing & Feature Engineering, Model Evaluation & Deployment, Real-time Systems, Fault-Tolerant Architecture


Selected Work

VoiceBridge โ€” ๐Ÿ† 1st Place, Honeywell Designathon 2026 A 5-stage emotion-preserving accent-conversion pipeline that translates Indian-accented speech into American or British English without losing the speaker's tone. Built on faster-whisper, Wav2Vec2, ECAPA-TDNN, and OpenVoice v2, with a FastAPI backend streaming live logs to a React dashboard over SSE. Python FastAPI React OpenVoice v2

Multi-Agent Shopify Workflow Automation A tri-agent LangChain system that evaluates SKU profitability and runs ML-driven stockout risk assessments, closing the loop with an n8n workflow that triggers automated repricing through the Shopify Admin API. LangChain n8n FastAPI ยท

CCTV Face Recognition Access Control A Luxriot-based real-time access control system achieving 99% detection accuracy across multiple CCTV feeds, with whitelist/blacklist enforcement and automated email alerts. Python Luxriot Computer Vision


Achievements & Certifications

๐Ÿฅ‡ NPTEL Data Science for Engineers โ€” Top Scorer, All India Rank 1 ๐Ÿ† 1st Place, Honeywell Designathon 2026 (โ‚น75,000 Cash Prize) ๐Ÿ“š Coursera: Machine Learning Specialization, Deep Learning Specialization, Mathematics for Machine Learning and Data Science Specialization, AWS Cloud Technical Essentials


Open to machine learning and data science opportunities โ€” let's connect.

Pinned Loading

  1. Multi-Agent-Framework-for-Shopify-Workflow-Automation-Langchain-n8n Multi-Agent-Framework-for-Shopify-Workflow-Automation-Langchain-n8n Public

    Forked from SmaranNadig/elsem3

    el sem3

    Python

  2. RestNet50-Osteoarthritis-Classifier RestNet50-Osteoarthritis-Classifier Public

    TypeScript

  3. Two-Level-Cache-Controller-Simulation-Verilog-HDL Two-Level-Cache-Controller-Simulation-Verilog-HDL Public

    ADLD Lab EL Project

    Verilog

  4. Cloud-Agentic-AI Cloud-Agentic-AI Public

    nadigg

    Python

  5. Graph-Based-Social-Network-Analysis Graph-Based-Social-Network-Analysis Public

    JavaScript

  6. BERT-Model-using-EHR-Records BERT-Model-using-EHR-Records Public

    Python