Deep in AI & developer tool mode – building agentic systems and research prototypes at high velocity. Balancing backend resilience with AI alignment and interpretability.

• 🗄️ DriveMerge – Cloud storage aggregator with sharding for unlimited, resilient storage. Handles quota balancing, outage recovery, and secure transfers.
• 👥 PEOPLE – Vetted freelance platform connecting developers with quality opportunities. Fair bidding, skill validation, and spam-resistant mechanisms.
• 📚 AXIOM – Developer growth ecosystem: DSA execution, OSS tracking, GSOC prep, interviews, and portfolio building. AI-driven learning paths.
• 🔮 Oracle – API key oracle uncovering hidden powers and risks. Detects expired/leaked credentials with smart scans.
• 💬 StoreChat – Persistent LLM chat vault storing sessions in repos for reference and collaboration.
• 🛡️ SkillSheild – AI-driven skill tracker and rebuild assistant, monitoring metrics to optimize developer growth.
• 🌈 colour-fun – Rapid backdrop generator for solids and gradients. Explores color science and accessibility.
• 🧠 ClasspilotAi – Real-time AI mentor for classroom queries with ethical reliability.
• 🗂️ savespace – Smart organizer purging storage bloat while maintaining privacy.
• 🖥️ adityakammati-Portfolio – Backend for personal portfolio; scalable TypeScript architecture.
• 🔄 uniloop – JS automation engine for adaptive workflows and concurrency management.
• 📝 DevNotes – Quick-note manager with search and integrations for ephemeral ideas.
• 🛠️ FailFast – Startup risk scanner evaluating venture feasibility and market impact.

• 📊 floor-segmentation-svm – High-accuracy SVM for indoor mapping (96.75%). Multi-scale features & deployment considerations.
• 🤖 MATS-Summer-2026-Preparation – AI alignment & mechanistic interpretability experiments and resources.
• 🔬 GPT-2-Transformer-Training – Transformer tuning, scaling, and interpretability insights.
• 🌈 skin-tone-classification – Ethical tone detector for fashion recommendations; mitigates bias and promotes inclusivity.

• 🔧 NetworkOptimizer – VPN & network optimization, including topological and performance fixes.
• 🗂️ why-this-broke – Runtime bug analyzer for distributed systems. Captures concurrency and scale anomalies.

• Crafting AI agents & tools – Prototyping autonomous systems & dev boosters at vibe-speed.
• Hunting opportunities – Applying to top AI research gigs and fellowships.
• Engaging dev ecosystems – Active on GitHub, LinkedIn, and forums; contributing and collaborating.
• Bridging research to builds – Translating alignment insights into practical, ethical AI agents.
• Global networking – Leveraging HPAIR connections for cross-cultural AI discussions.

Coming soon—diving into AI agents, safety workflows, and dev hacks on adigix.vercel.app.

• GSoC '24 Alum – Open-source ML infrastructure contributor.
• MATS Stage 2 Cleared – Advanced AI Alignment & Theory Scholar.
• HPAIR Delegate 2024/2025/2026 – Selected for cross-cultural AI ethics initiatives.
• Software Engineering at Disprz – EdTech uptime optimization.
• 3rd Place, Stealth Fire Hackathon '24 – AI prototype innovation.
• GitHub Pro & Pull Shark x2 – Active open-source contributions.
• 20+ Repos – 1,415+ commits last year.

• HPAIR Selection Post
• Disprz Journey Wrap

"Innovate with guardrails—build agents that amplify humans ethically." Systems that fail gracefully, AI that aligns deeply, tools bridging theory to deployment.