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INDIA

AIML · RESEARCH · ENGINEERING

Hi, I'm
Anushka!

›_

A 20 year 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. Additionally, I have 4+ years of hands-on experience in Web Development and DSA problem solving.

>> Proud member of Google Google's Women Techmakers and IEEE IEEE Robotics & Automation Society. And I am also part of the NVIDIA 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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Experience

Professional Journey

Engineering roles, open-source contributions, and community work

JAN 2026 – FEB 2026

Blockchain Risk Developer

ZETHETA ALGORITHMS PRIVATE LIMITED · REMOTE

Engineered core decentralized infrastructure for the WorkBridge platform, integrating Web3 wallets to facilitate a secure, low-latency Crypto-Fiat Bridge.
Architected a Stablecoin Stress Tester that continuously monitors on-chain telemetry, tracking collateralization ratios across 4+ major liquidity pools to improve systemic risk assessment.
Developed an automated Solidity vulnerability scanner utilizing static analysis to analyze 10,000+ lines of smart contract code, capable of detecting common Reentrancy and Access Control vulnerabilities prior to deployment.
Implemented an Avellaneda-Stoikov market-making engine to programmatically manage inventory risk, optimizing bid-ask spreads and enhancing high-frequency liquidity provision.
JULY 2025 – SEPT 2025

Open-Source Contributor

GSSoC '25 · REMOTE

Contributed to 4 major open-source repositories, successfully merging 15+ Pull Requests (PRs) focused on core feature additions, dependency upgrades, and critical bug resolutions.
Improved algorithmic efficiency through code refactoring, memory optimization, and complexity reduction across multiple modules.
Collaborated asynchronously with a global network of maintainers, conducting strict peer code reviews, resolving merge conflicts, and ensuring adherence to CI/CD testing pipelines and semantic versioning.
AUG 2025 · 1 MONTH

Web Development Intern

CODSOFT · REMOTE

Architected and deployed 6+ mobile-first web applications utilizing semantic HTML5, modern CSS3 (Flexbox/Grid), and Vanilla JavaScript (ES6+).
Optimized frontend performance through asset minification, lazy loading, and efficient DOM manipulation techniques.
Improved accessibility using semantic HTML and WCAG-aligned design practices while ensuring robust cross-browser compatibility.
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.
MABE Social Action Recognition

MABE: Social Action Recognition

GitHub
PythonLightGBMKaggle
Kaggle competition project engineered to classify social behaviors in mice from pose-tracking data.
Built a robust feature engineering pipeline and trained a LightGBM classifier specifically optimized to handle severe class imbalance.
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

Digi-Pramaan — Decentralized Academic Authenticity Platform (SIH'25 Semi-Finalist)

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
Technical Arsenal

Core Competencies

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

anushka@dev ~ stack.json
// Technical Stack — Anushka
"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
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
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
Memberships & Affiliations

Global Communities

Professional organizations driving innovation in AI and technology

Google
Active Member

Google's Women Techmakers

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

→View Profile
NVIDIA
Active Member

NVIDIA Developer Community

Exploring advancements in cloud computing ecosystems and AI hardware infrastructure for accelerated GPU inference.

→View Profile
IEEE
Active Member

IEEE Robotics & Automation Society

Participating in the Technical Committee on Machine Learning for Automation, focusing on the intersection of AI, robotics, and intelligent systems.

→View IEEE Profile
Education

Academic Foundation

Techno Main Saltlake

Bachelor of Technology · Computer Sciences & IT

2023 – 2027
Computer Sciences and Information Technologies
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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© Anushka.<3 End of File.