anushkadas-coder - Overview

I'm an IT undergrad and an ML/DL Engineer with strong research interests in AIML., I build intelligent systems and full-stack AI applications to solve real-world challenges. Alongside my passion for AIML, I have hands-on experience in Web Development and enjoy problem-solving through Data Structures and Algorithms.

An active member of Google's Women Techmakers and IEEE Robotics and Automation Technical Committee on Machine Learning for Automation and NVIDIA Developer Community

My Portfolios

Main Portfolio
Freelance Portfolio

Research & Publications

Architectural Paradigms for Sovereign AI: Mitigating API Fragility through Quantized Low-Rank Adaptation and 1.58-bit Ternary Models (Officially Lived on SSRN)

Read Paper | GitHub Repo
Domain: QLoRA, BitNet 1.58-bit, Sovereign AI, PEFT
Investigates the synergy between 4-bit NormalFloat (NF4) quantization, native 1.58-bit ternary architectures, and Low-Rank Adaptation (LoRA) to deploy Sovereign AI via SLMs. Achieved a 93% reduction in inference OpEx for 7B–14B parameter models with a TCO break-even point at 450 million tokens processed compared to proprietary APIs.

Isolating Synthetic Fingerprints: A Frequency-Domain Approach to Robust Deepfake Detection using 2D FFT and Lightweight CNNs

Read Paper | GitHub Repo
Domain: 2D FFT, ResNet-18, PyTorch, Deepfake Detection
A lightweight deepfake detection engine utilizing a micro-blur preprocessing pipeline and 2D Fast Fourier Transform (FFT) to extract underlying spectral magnitude maps. Outperforms spatial baselines, achieving 99.12% accuracy on FaceForensics++ while maintaining real-time inference at 45 FPS on edge devices.

My Skills

Category	Technologies
Languages	Python Java C++ SQL JavaScript HTML5 CSS3
Libraries & Frameworks	Scikit-learn PyTorch Pandas NumPy XGBoost Flask FastAPI React OpenAI
Tools & Platforms	Amazon AWS Streamlit Git Jupyter Power BI Docker

Experience

Period	Role	Company	Highlights
Jan 2025 - Present	Member of Google's Women Techmakers	Google For Developers	Engage in global community supporting women in tech through events, learning resources, and networking.
Jan 2026 (1 month)	Blockchain Risk Developer	Zetheta Algorithms Private Limited	Engineered a vulnerability scanner for Solidity contracts to detect critical flaws like Reentrancy and Access Control.
July 2025 - Sept 2025	Open-Source Contributor	GSSoc '25	Resolved bugs and integrated new feature modules across 4 open-source repositories via GitHub.
Aug 2025 (1 month)	Web Development Intern	CodSoft	Developed and enhanced 6+ responsive web pages using HTML, CSS, and JavaScript, significantly improving UI accessibility.

Honors, Awards & Certifications

View Honors & Awards (Click to Expand)

HackerRank: Gold Level (5 Star) in Python, Silver Level (3 Star) in Java.
SIH '25 Semi-Finalist: Authenticity Validator for Academia: 'Digi-Pramaan', Top Finalist out of 250+ competing teams in the college internal round for the Smart India Hackathon(SIH) 2025.
Problem Solving: Solved 400+ problems on LeetCode and HackerRank, improving algorithmic thinking and coding efficiency.
Problem Solving: Unexpectedly shortlisted via Foundit and successfully cleared an interview for a Business Administration/Management role as a 6th-semester undergrad. Secured a 2-month training program with a stipend, leading to a full-time offer — respectfully declined to focus on 6th-semester studies.
Extracurricular: Active member of Samaritans social club since first year, contributing to community initiatives and collaborative events and occasionally participate in debate and quiz competitions, showcasing strong communication and critical thinking skills.

View Certifications (Click to Expand)

Data Analytics Job Simulation - Deloitte Australia
Software Engineering Job Simulation - JPMorgan Chase & Co.
Introduction to agent skills - Anthropic Academy
Train and manage a machine learning model with Azure Machine Learning - Microsoft
Understand data science for Machine Learning - Microsoft
Python for Data Science - IBM
GenAI Powered Data Analytics Job Simulation - Tata