About
Sujay V Kulkarni
B.Tech CSE (AI-ML) · RV University, Bengaluru · 2023–2027
Working at the intersection of AI, Quantum Computing, Cybersecurity, and Systems Engineering.
Working at the intersection of AI, Quantum Computing, Cybersecurity, and Systems Engineering.
Key Areas
AI & ML
LLMs · RAG · Agents · Computer Vision · Deep Learning · Autoencoders · Generative AI · Affect Sensing · VLMs · Prompt Engineering · Claude Code · dify.ai · Google AI Studio
Quantum Computing
Qiskit · Q# · QASM · Quantum Algorithms · PQC · Hybrid Quantum-Classical · Microsoft Azure Quantum
Backend & Systems
Python · Flask · APIs · MySQL · PostgreSQL · SQLite · System Design · Production Systems
Frontend
ReactJS · HTML · CSS · JavaScript · Material UI · UX Design
DevOps & Cloud
Docker · Podman · CI/CD · GitHub Actions · Linux · Server Management · Cockpit · Fail2ban
Security
Cybersecurity · Web Security · Database Security · Threat Detection · Shell Scripting
Research
Technical Writing · Patent Drafting · Model Evaluation · LaTeX · SHAP Interpretability
Languages
Python · Java · C · JavaScript · Q# · SQL · HTML/CSS
Research
Best Paper · ICAICS 2025 · Springer
Quantum Entropy-Driven Temperature Scaling for Hallucination Mitigation in Generative Models
26.7% hallucination reduction (58%→42.5%) · 178.6% entropy calibration improvement · 27.4% reduction in overconfident predictions.
Quantum Information Processing Journal
Quantum Circuit of the Elitzur-Vaidman Bomb Tester
Only 2 qubits irrespective of circuit depth · Scalable via Quantum Zeno effect · Immediately executable on near-term processors.
IMED Malaysia · IEEE Xplore
Metric Driven Adaptive Temperature Scaling: A Regression Based Approach
XGBoost: +10.9% ROUGE-L F1 for GPT-2 poetry · +5.7% BERTScore F1 · Statistically significant via paired t-tests.
Experience
Software Developer & DevOps Intern
Sri Aranea Technologies · Jan 2026–Present
Building and maintaining possibleclients.com — production B2B SaaS. Managing VPS: Podman containerization, CI/CD via GitHub Actions, DKIM/SPF, Fail2ban, database backup pipelines.
Director & CEO
Goodwinsun · Sep 2025–Present
Founded Goodwinsun — working on VAMANA (edge LLM), TAARA (cybersecurity), granty (grant-tech). End-to-end research: ideation → implementation → benchmarking → publication.
Software Developer (Winter Internship)
Sri Aranea Technologies · Dec 2025–Jan 2026
Built a fingerprint scanner mobile app using camera and image processing.
Software Developer
Sri Aranea Technologies · Sep–Nov 2025
Built possibleclients.com version 2 and aided in deployment on production server.
Linux Server Administrator
Sri Aranea Technologies · Jul–Aug 2025
Managed production server: application, database, and security administration.
DevOps Engineer (Summer Internship)
Sri Aranea Technologies · Jun–Jul 2025
DevOps engineering for possibleclients.com platform.
Full Stack Developer
Cortex Craft · Jun–Jul 2025
Built full-stack generative AI applications for clients.
Patent Drafting & IPO Intern
Ethical Rhythms Pvt. Ltd. · Feb–Apr 2025
Patent drafting for Ethical Rhythms Pvt. Ltd. (karunyamusicals.com).
Frontend Web Developer (Winter Internship)
CIE, RV University · Dec 2024–Jan 2025
Frontend development for the BVB × RVU Patent Workshop platform.
Quantum Computing Intern
CQST, RV University · Jun–Aug 2024
Foundational quantum computing research at CQST; contributed to multiple research papers on quantum computing and quantum mechanics.
Machine Learning Intern
DAPMRVDC · Jun–Jul 2024
Classification of dental X-ray images for teeth classification and identification of anomalies.
Frontend Web Developer
JK Expertrons · Mar–Apr 2024
Built the platform for JK Expertrons.
Projects
VAMANA
Edge LLM with FireAttention and squeeze-expand bottleneck for aggressive compression. Research paper targeting ACL 2026 Industry Track.
GitHub ↗
TAARA
Behavioral anomaly detection using reconstruction-based novelty detection and quantum validation via PennyLane. Production-deployed, patent filing in progress.
GitHub ↗
granty
Flask + GenAI + LangChain platform serving 5+ clients; helped 3 users in achieving their grants. FKCCI Manthan 2025 Finalist.
granty.onrender.com ↗
naimisharanya
LLM-based mental health support with narrative-driven context modeling using Hindu scriptures (Puranas, Upanishads) for dharmic storytelling and emotional grounding.
Lessgogrover
Interactive simulation and explanation of Grover's Algorithm. Deployed on HuggingFace Spaces.
HuggingFace ↗
possibleclients.com
Live production platform built and maintained at Sri Aranea Technologies.
possibleclients.com ↗
Fingerprint Scanner App
Fingerprint scanner mobile app using camera and image processing. Payment received from client.
Education
B.Tech — CSE (AI-ML)
RV University, Bengaluru · 2023–2027
CGPA 8.76 · Semester V: 9.3
PUE 12th
RV PU College, Bengaluru · Karnataka Board · 2023
95.33 / 100
SSLC 10th
Shree Bharathi Vidyalaya, Bengaluru · KSEEB · 2021
97.44 / 100
Certifications & Assessments
Platforms
- HackerRank Problem Solving — ⭐⭐⭐⭐⭐
- HackerRank Python — ⭐⭐⭐⭐⭐
- HackerRank Java — ⭐⭐⭐
- HackerRank C — ⭐
- LeetCode — 66+ problems · Contest qualifier (Codeverse)
- GitHub — 600+ contributions across 3 years
- Open Source — Microsoft Q# · Microsoft QDK · scikit-learn
Courses
- Design & Implementation of HCI — NPTEL
- Open Source Models with Hugging Face
- Transformer Models and BERT — Coursera
- Introduction to LangGraph
Other Areas of Interest