About
Sujay V Kulkarni
B.Tech(Hons) CSE · Major: AIML · Minor: Innovation, Entrepreneurship & Product Development
RV University, Bengaluru · 2023–2027 expected
Working at the intersection of AI, Quantum Computing, Cybersecurity, and Systems Engineering.
RV University, Bengaluru · 2023–2027 expected
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 · Codex · Antigravity · Vellum AI · dify.ai · Google AI Workspace · 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 · Optimization · 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 (Semester Long)
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.
Database Administrator
DAPMRVDC · Jun 2024
Built and managed database systems for DAPM RV Dental College NAAC accreditation-related event management.
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. Pitched at Elevate NxT 2026.
GitHub ↗
SankaRAGamana
Production multi-agent RAG grounding Adi Shankaracharya’s Advaita Vedanta teachings in a 2000+ verse Sanskrit corpus. Uses parallel Sanskrit/vernacular retrieval agents, seeker-adaptive profiling, RL feedback, live SSE streaming, Supabase pgvector, Groq LLMs, Google OAuth, and Hugging Face Spaces deployment.
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(Hons) — Computer Science Engineering
RV University, Bengaluru · 2023–2027 expected
Major: AIML · Minor: Innovation, Entrepreneurship & Product Development · Aggregate CGPA 8.76 · Sem I 8.08 · Sem II 9.17 · Sem III 8.66 · Sem IV 8.59 · Sem V 9.3
PUE 12th
RV PU College, Bengaluru · Karnataka Board · 2023 · English medium
95.33 / 100
SSLC 10th
Shree Bharathi Vidyalaya, Bengaluru · KSEEB · 2021 · English medium
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
- Affective Computing — NPTEL · Elite score: 90%
- Design & Implementation of Human Computer Interfaces — NPTEL
- Open Source Models with Hugging Face
- Transformer Models and BERT
- Introduction to LangGraph
Positions of Responsibility
Founder & President — RUDRA
Established RV University’s data science club; organised events, knowledge drops, and led overall establishment, development, and growth.
Chief Advisor / President Emeritus — RUDRA
Advisory role for board direction, conflict resolution, vision, and research direction.
Vice Chairperson — IEEE Student Branch, RVU
Second in command for membership drives, web operations, events, and branch establishment responsibilities.
Technical Writing Officer — Chiptech
Responsible for technical writing and research at RVU’s IoT and Robotics Club.
Founder of IDeathon, RVU
Founded Ideathon; responsible for judging, corporate affairs, and event design.
Founder & Vice Chair — VYAASA
Founded and led VYAASA for cultural and philosophical discourse at RVU.
Achievements
Awards & Recognition
- Best Paper Award — ICAICS 2025, Springer
- Patent Filing in Progress — AI cybersecurity and quantum-enhanced systems
- Finalist — FKCCI Manthan 2025 (granty)
- Finalist — Karnataka Elevate 2024
- Winner — Building Application Hackathon (waruna)
- Delegate — Indo-Sri Lanka Economic Summit
Profiles, Languages & References
- Human languages: English · Hindi · Kannada · Sanskrit · Marathi
- Online profiles: pod.ai (RVU) · LinkedIn · GitHub · Hugging Face
- References available: Dr. Phani Kumar Pullela, Dr. Suchitra M Joshi, Vaidyanathan Sivasubramanian, Dr. P C Deshmukh
Other Areas of Interest