System Online // Aditya Khamitkar

Aditya Khamitkar

"Bridging the gap between low-level C++ systems and high-stakes agentic AI deployments."

GitHub LinkedIn Kaggle Decrypt Resume

nexus_terminal_v2.exe

root@nexus:~$ ./init_protocol.sh

[+] Initializing neural pathways... OK

[+] Loading model weights... OK

[+] Aditya Khamitkar instance successfully deployed.

👨‍💻

System.getArsenal()

DSA

LLD & HLD

OS & DBMS

Python

C++17

SQL

Bash

OOP

Distributed Computing

Pandas

NumPy

SciPy

EDA

Statistical Modelling

Hypothesis Testing

A/B Testing

scikit-learn

XGBoost

PCA / t-SNE / UMAP

GDAL / Rasterio

Tableau / Power BI

PyTorch

TensorFlow

Hugging Face

GANs

LSTM

Time-Series Forecasting

DSA

LLD & HLD

OS & DBMS

Python

C++17

SQL

Bash

OOP

Distributed Computing

Pandas

NumPy

SciPy

EDA

Statistical Modelling

Hypothesis Testing

A/B Testing

scikit-learn

XGBoost

PCA / t-SNE / UMAP

GDAL / Rasterio

Tableau / Power BI

PyTorch

TensorFlow

Hugging Face

GANs

LSTM

Time-Series Forecasting

Bayesian Optimisation

ROC-AUC / F1 / RMSE

State-Space Models

LangChain

LangGraph

RAG Pipelines

Prompt Engineering

RLHF

LLM Evaluation

Apache Spark / PySpark

ETL Pipelines

Feature Engineering

MLflow

FastAPI

AWS (S3/EC2)

Docker

Kubernetes

Git

Matplotlib / Seaborn

Antigravity IDE

Claude Code

OpenAI Codex

Leadership

Public Speaking

Project Management

Agile Methodologies

Cross-functional Collaboration

Bayesian Optimisation

ROC-AUC / F1 / RMSE

State-Space Models

LangChain

LangGraph

RAG Pipelines

Prompt Engineering

RLHF

LLM Evaluation

Apache Spark / PySpark

ETL Pipelines

Feature Engineering

MLflow

FastAPI

AWS (S3/EC2)

Docker

Kubernetes

Git

Matplotlib / Seaborn

Antigravity IDE

Claude Code

OpenAI Codex

Leadership

Public Speaking

Project Management

Agile Methodologies

Cross-functional Collaboration

Quest Log

Quest 1: Frontier AI Alignment & Multi-Agent Auditing

Deccan AI Experts

Jan 2025 - Present

Frontier AI Alignment & Multi-Agent Auditing

View Data

Quest 2: Data Scientist & AI QA Specialist

Mindrift

2024 - Present

Data Scientist & AI Quality Assurance

View Data

Quest 3: AI and Math Specialist

Outlier

Jan 2025 - Present

AI and Math Specialist

View Data

Quest 4: AI Engineering Intern

Proton Engineering Consultancy & Services

Oct 2025 - Dec 2025

Automating Engineering Talent Acquisition

View Data

Quest 5: Data Science and AI/ML Engineering Intern

Satish Dhawan Space Centre, Sriharikota Range (SDSC-SHAR), Indian Space Research Organisation (ISRO)

Oct 2024 - Nov 2024

AI for Launch Vehicle Telemetry

View Data

Quest 6: Intel AI 4 Youth Trainee

Intel Corporation

Mar 2021 - Oct 2021

Healthcare AI for Social Impact

View Data

The Laboratory

High-density asymmetric project grid.

GitHub

Project AETHER

Revealing the Moon’s Darkest Secrets: We use AI to enhance images of the Moon's permanently shadowed regions—areas that haven't seen sunlight for billions of years—helping scientists find water ice and safe landing sites using Chandrayaan-2 data.

Lunar PSR Imaging Pipeline

GitHub

Synapse.cpp

Neural Networks, From Scratch: A deep dive into the brain of AI. I built a Multi-Layer Perceptron using only C++ and pure mathematics, proving that you don't need external libraries to understand how machines learn.

Terminal Compiling...

GitHub

BDH-Ablations

Understanding AI’s "Dragon Hatchling": A research study that pulls apart a new, biologically-inspired AI model to see which components are essential for "thinking" and which can be optimized away.

Neuron Firing Node

Live Demo

Nexus Scout

The Smart Recruiter: An AI-powered talent scout that autonomously processes hundreds of resumes to find the perfect technical and personality fit, saving recruiters hours of manual work.

Agent Graph Visualizer

Live Demo

AgriSat AI

Space-Age Farming: A satellite-based health monitor for crops. By analyzing light patterns from space, we can predict crop health and forecast yields, helping farmers make data-driven decisions.

Multispectral Layer Switcher

Click to expand

PSLV Telemetry Analysis

AI for Rocket Science: Ensuring the safety of rocket launches by analyzing the strength of communication signals and predicting potential disruptions from the rocket's exhaust flames.

Radar Signal Processing

Click to expand

Sentiment Analysis Model

Understanding Human Emotions in Text: A classic natural language processing project that classifies movie reviews as positive or negative using TF-IDF vectorization and Logistic Regression.

Text Classification

Transmissions

Engineering logs and mechanistic interpretations.

2026-06-08 6 min read

Demystifying the Black Box: Building a Neural Network from Scratch in Pure C++

Why rely on PyTorch or TensorFlow when you can build the math yourself? A deep dive into creating a Multi-Layer Perceptron using only bare-metal C++17 and first-principles calculus.

READ LOG