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Building Intelligent Solutions
INDIA

AIML · RESEARCH · ENGINEERING

Hi, I'm
Anushka!

›_

🎐A 20 years old IT undergrad and an ML/DL Engineer with strong research interests in AIML. I build AI systems that can see and understand the world, and I love exploring how intelligent agents solve real-world challenges. Alongside, I also have 4+ years of Hands-on experience in Web Development and DSA problem solving.

📍Proud member of Google's Women Techmakers and IEEE Robotics & Automation Society. And I am also part of the NVIDIA Developer Community, exploring advancements in AI, machine learning, and modern computing technologies.

500+
Problems Solved
25+
Projects Built
2
Research Papers
5
HackerRank

Exploring opportunities to apply Software Engineering, Machine Learning, and Data Science to build impactful, data-driven solutions.

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Research & Publications

Advancing Intelligent Systems

Peer-reviewed research in ML efficiency, deepfake forensics, and sovereign AI

Sovereign AI Research
QLoRABITNET 1.58PEFTSovereign AI

Architectural Paradigms for Sovereign AI: Mitigating API Fragility through Quantized Low-Rank Adaptation and 1.58-bit Ternary Models [Officially lived on SSRN]

A rigorous methodology for deploying Sovereign AI through Small Language Models (SLMs) to mitigate API fragility. Investigates the synergy between 4-bit NF4 quantization, native 1.58-bit ternary architectures, and LoRA for specialized domains. Officially lived on SSRN.

93% reduction in inference OpEx450M token TCO break-even
Deepfake Detection
2D FFTResNet-18PyTorchDeepfake

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

A novel, lightweight deepfake detection engine isolating synthetic fingerprints in the frequency domain. Employs micro-blur preprocessing to suppress superficial high-frequency noise, followed by 2D FFT to extract spectral magnitude maps.

99.12% on FaceForensics++45 FPS real-time inference
Projects

Deployed Engineering Solutions

Production systems, research prototypes, and creative explorations

DeepfakeDetector

DeepfakeDetector: Frequency-Based AI Inference Engine

GitHubLive
ReactFastAPIPyTorch2D FFTResNet-18
Frequency-domain engine using 2D FFT + ResNet-18 to identify synthetic fingerprints invisible to spatial-only CNNs.
<1.8s end-to-end latency via distributed React/FastAPI/Docker stack.
Deweathering Engine

Deweathering Engine

GitHubLive
ReactFastAPIOpenCVRPCA
Full-stack app using Robust PCA to extract clean text from degraded documents.
95% automated parameter tuning via custom Adaptive Regularization heuristic. Full restoration in <2.5s.
iNaturalist Clumper

iNaturalist Clumper: Geospatial Data Engineering

GitHub
PythonData EngineeringSpatial Algorithms
CLI grouping biodiversity observations into clusters on 5km/3hr spatio-temporal thresholds.
Incremental sync engine with timestamp state tracking. Dynamic cluster merging for overlapping windows.
DCO6 Synthesizer

DCO6: Polyphonic VST3 Synthesizer

GitHub
C++JUCE FrameworkAudio DSP
6-voice polyphonic VST3 synthesizer built from scratch in C++ with JUCE.
4-pole Moog-style ladder filter, BBD stereo chorus, independent ADSR envelopes, real-time FFT analyzer.
Federated Fresh

Federated Fresh: Hybrid AI Orchestration Terminal

GitHubLive
FastAPIGemini 2.5ChromaDBDuckDuckGo API
Hybrid AI routing engine orchestrating local ChromaDB retrieval, live web-search, and LLM inference.
75% reduction in local memory overhead. Async RAG pipeline via FastAPI BackgroundTasks for zero-lag UI.
Customer Churn

Customer Churn Prediction

GitHubLive
PythonXGBoostStreamlit
End-to-end ML model predicting customer churn — 67% recall, AUC 0.82.
Interactive Streamlit web app for real-time predictions deployed publicly.
PlantCore

PlantCore: Autonomous Maintenance AI

GitHubLive
FastAPIXGBoostLangChainReact
Autonomous AI diagnostic agent for industrial motor failure prediction.
Hybrid pipeline: XGBoost for fault detection + Llama 3 (Groq) for repair protocols. Real-time telemetry UI.
Psilocybe Cubensis

Psilocybe Cubensis: 3D Simulation

GitHubLive
JavaScriptThree.jsWebGL
Real-time procedural 3D mushroom lifecycle simulation. Space Colonization Algorithm handling 40,000 mycelial nodes.
Cinematic post-processing: Unreal Bloom, procedural geometry generation.
NLP Satellite

NLP Smart Search for Satellite Data

GitHub
PythonNLPMachine LearningISRO
Text and voice-based intelligent search for satellite data ordering.
NLP parsing of satellite-specific terminology to interface with databases.
Peonia

Peonia: Generative 3D Animation

GitHubLive
JavaScriptp5.jsGenerative Art3D Math
In-browser 3D peony with continuous blooming/wilting lifecycle. No WebGL — custom rotation matrices + Painter's Algorithm.
Multi-modal rendering: solid pixels → particle dots → real-time ASCII mapping.
Digi-Pramaan
🏆 SIH '25 Semi-Finalist

Digi-Pramaan — Decentralized Academic Authenticity Platform

GitHubView
BlockchainOCRMetaMask WalletCryptographyGit
Decentralized academic authenticity platform combining OCR & AI for automated data extraction with Ethereum Blockchain for immutable record-keeping.
MetaMask wallet integration for authenticated, tamper-proof certificate issuance. Top finalist out of 250+ teams in SIH 2025 internal round.

These are just some highlights. Explore all repositories, experiments, and works-in-progress.

VIEW ALL ON GITHUB
Experience

Professional Journey

Engineering roles, open-source contributions, and community work

JAN 2025 – PRESENT

Member of Google's Women Techmakers

GOOGLE FOR DEVELOPERS · REMOTE

Engage in a global community supporting women in tech through events, learning resources, and networking.

JAN 2026 – PRESENT

Member of Google Cloud & NVIDIA Developer Community

GOOGLE CLOUD & NVIDIA · REMOTE

Active participant in the developer community, exploring advancements in cloud computing ecosystems and AI hardware infrastructure.

JAN 2026 · 1 MONTH

Blockchain Risk Developer

ZETHETA ALGORITHMS PRIVATE LIMITED · REMOTE

Engineered a vulnerability scanner for Solidity contracts detecting critical flaws like Reentrancy and Access Control.
Developed an algorithmic market-making engine using the Avellaneda-Stoikov model to optimize bid-ask spreads and manage inventory risk.
JULY 2025 – SEPT 2025

Open-Source Contributor

GSSoC '25 · REMOTE

Resolved bugs and integrated new feature modules across 4 open-source repositories via GitHub.

AUG 2025 · 1 MONTH

Web Development Intern

CODSOFT · REMOTE

Developed and enhanced 6+ responsive web pages using HTML, CSS, and JavaScript, significantly improving UI accessibility.

Technical Arsenal

Core Competencies

Languages, frameworks, and tools across the full stack and ML pipeline

anushka@dev ~ stack.json
// Technical Stack — Anushka Das
"role": "ML Engineer / Full-Stack",
"languages": [ "Python", "Java", "C++", "SQL", "JS", "HTML", "CSS" ],
"ml_frameworks": [ "PyTorch", "Scikit-learn", "XGBoost", "LightGBM", "OpenAI" ],
"web": [ "React", "FastAPI", "Flask" ],
"cloud_devops": [ "AWS", "Docker", "Git" ],
"actively_shipping": true
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 VS Code Google Docs Excel Tally VHDL
Memberships & Affiliations

Global Communities

Professional organizations driving innovation in AI and technology

IEEE
Active Member

IEEE Robotics and Automation Technical Committee on Machine Learning for Automation

→View IEEE Profile
Education

Academic Foundation

Techno Main Saltlake

Bachelor of Technology · Computer Sciences & IT

2023 – 2027
Computer Sciences and Information Technologies
Achievements & Certifications

Milestones & Recognition

Awards, accomplishments, and continuous professional development

IndiaFirst Life (Bank of Baroda)

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 but respectfully declined to focus on 6th-semester studies.

HackerRank

Gold Level (5 Star) in Python, Silver Level (3 Star) in Java.

SIH '25 Semi-Finalist

'Digi-Pramaan' — Top finalist out of 250+ teams in the college internal round of Smart India Hackathon 2025.

Problem Solving

Solved 500+ problems on LeetCode and HackerRank, improving algorithmic thinking and coding efficiency.

Extracurricular Leadership

Active member of 'Samaritans' social club since first year of my undergrad degree — community initiatives, collaborative events and also in debates and quiz competitions.

Certifications

Data Analytics Job SimulationDeloitte Australia
Software Engineering Job SimulationJPMorgan Chase
Introduction to Agent SkillsAnthropic Academy
Train & Manage ML Model with AzureMicrosoft
Understand Data Science for MLMicrosoft
Python for Data ScienceIBM
GenAI Powered Data Analytics SimulationTata
Resume

Complete Technical Profile

Want a detailed breakdown of my academic background, technical skills, and professional experience? View or download my complete resume below.

DOWNLOAD RESUME.PDF
Contact

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Always open to discussing software engineering opportunities, ML research, and innovative ideas. Let's execute a handshake.

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© 2023 Anushka Das.🛸 End of File.🪼