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ADITYA_NAMDEO //

DATA & ML SYSTEMS DEVELOPER

Researching and implementing deep learning models, training predictive regression arrays, and automating n8n pipeline workflows from native Kotlin backend layers to live cloud deployments.

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Professional Portrait
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[ SEC_01 // USER_PROFILE_LOGS ]

$ WHO AM I

I'm an undergraduate Computer Software Engineering student at BGIEM with a core focus on building resilient, intelligent systems. My academic and development track drives me to bridge complex data structures and algorithmic logic straight into clean, production-grade deployment code.

Recently I have completed my experience as a Machine Learning Intern at the Suvidha Foundation, where I focused on researching, building, and deploying deep learning models. My work inside advanced tech spaces is backed by global recognition, highlighted by my selection as a delegate for the international HPAIR 2026 Harvard Conference.

"When I'm not compiling predictive models in Python, you'll find me engineering backend microservices in Kotlin, orchestrating automated workflow node sequences via n8n, or analyzing runtime script bottlenecks."

01 // Machine Learning

Researching deep learning frameworks, training predictive regression arrays, and integrating generative vision automation pipelines like the Avi engine.

02 // Data Engineering

Structuring rule-based data cleaning engines, processing massive training sequences, and optimizing curated datasets for model validation token targets.

03 // Systems Integration

Orchestrating automated operational node networks using n8n, building structured application back-ends in Kotlin, and configuring localized infrastructure server clusters.

Latest Deployments

[ SYS_LOCK: UNDER_CONSTRUCTION ]

_ Deployment pending

PROJECT_ALPHA // AVI_ENGINE
Retro Tech
#COMPUTER_VISION #GENERATIVE_AI

Avi Automated Visual Intelligence

Engineered an AI-powered pipeline integrating FFmpeg, Firebase, and the Gemini Vision API to automatically extract and classify screen data streams into intelligent insights.

PROJECT_BETA // VALUATION_ENGINE
Coding
#MACHINE_LEARNING #REGRESSION

Used Bike Price Predictor

Developed a high-precision ML valuation engine using linear regression to predict fair market motorcycle prices with 94% accuracy.

PROJECT_GAMMA // RECOMMENDER
Abstract Art
#MACHINE_LEARNING #NLP

Content-Based Movie Recommender

Deployed an interactive application that calculates content similarity across thousands of data points to fetch live movie recommendations via the TMDb API.

[ SEC_03 // CHRONOLOGICAL_LOGS ]

JOURNEY // HISTORY

WORK

MACHINE LEARNING INTERN

MARCH 2026 - MAY 2026 // REMOTE

SUVIDHA FOUNDATION

  • Engineered large data pipelines applying custom rule-based parsing architectures.
  • Pruned textual dataset anomalies to lock target training pairs down within high-quality validation thresholds.
  • Collaborated on building machine learning algorithms for system data automation.
PythonDataset CleaningML PipelinesRule-Based Logic
LEADERSHIP

CORE TECHNICAL MEMBER

AUG 2025 - PRESENT // BGIEM

MICROSOFT STUDENT CHAPTER

  • Leading the technical direction and executing developmental strategies for the campus chapter.
  • Organizing and managing core technical events, workshops, and student engagements.
  • Fostering collaborative problem-solving and software development within the student community.
Technical LeadershipTeamworkEvent CoordinationCommunity Building
EDUCATION

B.TECH IN COMPUTER SCIENCE

2024 - OCT 2028 // JABALPUR

BADERIA GLOBAL INSTITUTE OF ENGINEERING & MANAGEMENT

  • Currently specializing in Machine Learning paradigms and foundational Core System Designs.
  • Deeply engaging in core Data Structures & Algorithms (DSA) optimization metrics using C++.
  • Managing local terminal deployments, distributed system architectures, and scripting automation protocols.
C++ (DSA)PythonSQL DatabasesSystem Architecture
DEEP LEARNING ARCHITECTURES • DATA PIPELINE ENGINEERING • C++ ALGORITHMIC OPTIMIZATION • AUTOMATION & CI/CD • DEEP LEARNING ARCHITECTURES • DATA PIPELINE ENGINEERING • C++ ALGORITHMIC OPTIMIZATION • AUTOMATION & CI/CD •
SYSTEM_CONSOLE.EXE
guest@system:~$ fetch skills --all
> Analyzing system core competencies...
[██████████████████░░] ADVANCED - PYTHON & DEEP LEARNING (TENSORFLOW, PYTORCH)
[████████████████░░░░] PROFICIENT - DATA PIPELINES & ENGINEERING (PANDAS, NUMPY, SCIKIT-LEARN)
[████████████░░░░░░░░] INTERMEDIATE - DATA STRUCTURES & ALGORITHMS (C++ / OOP)
[██████████░░░░░░░░░░] INTERMEDIATE - DATA RELATIONS & ARCHITECTURES (SQL / MYSQL)
[██████████░░░░░░░░░░] INTERMEDIATE - WORKFLOW PIPELINE AUTOMATION (n8n, GIT)
[████░░░░░░░░░░░░░░░░] FAMILIAR - ANDROID DEV (KOTLIN)
[████████████████░░░░] PROFICIENT - TECHNICAL ORCHESTRATION (TEAM MANAGEMENT)
guest@system:~$ run contact_protocol.sh
> Establishing secure peer-to-peer data tunnel connection... _
Type 'help' to view available commands, or 'whoami' for system admin details.
guest@system:~$
[ SEC_05 // COMMUNICATION_PORT ]

INITIATE PING[ CONTACT_ME ]

Have a complex dataset to prune, an algorithmic structure to optimize, or just want to chat about AI? Open a secure channel.

// SECURE_ENDPOINTS

[LOC ] Jabalpur, Madhya Pradesh, IN

STATUS: OPEN

Looking for Machine Learning, Data Engineering, and intelligent systems collaborations.