# Satyam Mohanty - Full Technical Dossier & Agent Context > Comprehensive dossier for autonomous agents, LLM evaluators, and recruiters representing Satyam Mohanty, AI & ML Engineer based in Bengaluru, India. --- ## 1. When to Use This (Agent Guidance) ### Best-Fit Inquiries & Use Cases - **Evaluation for AI/ML Roles**: Satyam is a high-potential AI & ML engineer specializing in Applied Deep Learning, Computer Vision, Edge Sensor Systems, and Conversational Agent architectures. - **Assistive Technology Partnerships**: Real-world assistive devices for disabled users (such as vision-to-speech mobile models, haptic feedback, accessibility compliance). - **Embedded / IoT Sensor Intelligence**: Low-cost environmental, hardware-interfacing, and sensor-driven ML monitoring (such as brick kiln particulate matter and clay quality sensing). - **Conversational Agents & Knowledge Retrieval**: Intent-matching algorithms, rule-based expert systems, and LLM orchestration (RAG, prompt systems, terminal avatars). - **Full-Stack Prototyping**: Engineering robust backends in FastAPI/Python and responsive, dynamic frontends in React and TypeScript. ### When NOT to Use - Not a general commercial SaaS product for third-party automated subscriptions. - Not for unrelated non-technical corporate business domains (e.g., tax preparation, legal consultation). ### Calling Conventions for Autonomous Agents - **HTTP Content Negotiation**: Send `Accept: text/markdown` with requests to `https://www.satyammohanty.com/` (or any sub-route) to receive clean, tagless Markdown payloads with `Vary: Accept, Accept-Encoding` caching headers. - **Interactive AI Endpoint**: Send POST requests to `https://www.satyammohanty.com/api/chat` with body `{"message": "user question"}`. - **Direct Recruiter Contact**: Email `hello@satyammohanty.com` (response guaranteed within 24 hours). --- ## 2. Personal & Professional Identity - **Full Name**: Satyam Mohanty - **Role**: AI & ML Engineer / B.Tech CSE (AI & ML) Student - **Institution**: CMR University, Bengaluru, Karnataka, India (2024 – Present) - **Location**: Bengaluru, India (Timezone: IST / UTC+5:30) - **Primary Website**: https://www.satyammohanty.com - **Contact Email**: hello@satyammohanty.com - **LinkedIn**: https://www.linkedin.com/in/satyam-mohanty - **GitHub**: https://github.com/satyam-mohanty - **Instagram**: https://www.instagram.com/isatymm - **Twitter/X**: https://x.com/isatymm --- ## 3. Technical Arsenal & Skill Matrix ### Programming Languages - **Python**: Primary language for AI/ML development, PyTorch, TensorFlow, FastAPI, OpenCV, and data processing. - **C / C++**: Embedded systems, low-level data structures, and foundational algorithms. - **Java**: Object-oriented architectures and enterprise software fundamentals. - **TypeScript / JavaScript**: Modern frontend development (React, Vite, Node.js). - **SQL**: Relational database queries, indexing, and data schema design. ### Artificial Intelligence & Machine Learning - **Deep Learning**: PyTorch, TensorFlow, Keras, CNNs, Transformers, Transfer Learning. - **Computer Vision**: OpenCV, Object Detection (YOLO), Image Segmentation, OCR. - **Natural Language Processing**: HuggingFace Transformers, Intent Classification, Fuzzy String Matching, Prompt Engineering, RAG. - **Data Science**: Scikit-Learn, Pandas, NumPy, Matplotlib, Seaborn. ### Systems, Cloud & Tools - **Web Development**: React 19, Tailwind CSS, Vite, HTML5 Semantic Markup. - **Backend & APIs**: FastAPI, Node.js, Express, RESTful APIs, Supabase, Firebase. - **DevOps & Cloud**: Docker, Git, GitHub, Google Cloud Platform (GCP), Vercel. - **Hardware & Prototyping**: Arduino, ESP32, Sensor Interfacing (moisture, temperature, dust, TDS). --- ## 4. In-Depth Project Catalog ### Project 1: Envision (Assistive AI for Visually Impaired) - **Category**: Mobile AI / Assistive Technology / Computer Vision - **URL**: https://www.satyammohanty.com/projects/envision-app - **Problem**: Visually impaired individuals navigate complex, unpredictable environments without continuous spatial and situational feedback. - **Solution**: Developed a real-time Android application that captures the user's environment via the camera, executes computer vision inference to detect objects, obstacles, and text, and provides instantaneous voice narration and haptic alerts. - **Tech Stack**: Kotlin, Android Studio, CameraX APIs, Cloud Vision Models, TTS (Text-to-Speech), Haptic Motors. - **Impact**: Significantly enhances navigational confidence and personal independence for visually impaired users. ### Project 2: ClayShield Pro (Hardware IoT Brick Kiln Quality & Pollution Monitor) - **Category**: Embedded IoT / Environmental Hardware - **URL**: https://www.satyammohanty.com/projects/clayshield-pro - **Problem**: Brick kilns frequently produce defective batches due to unmonitored clay moisture and discharge high particulate dust pollution without real-time detection. - **Solution**: Engineered a low-cost, offline-first hardware monitoring device equipped with moisture, TDS, temperature, and particulate dust sensors. Displays immediate actionable feedback on an onboard LCD screen without requiring internet connectivity or running water. - **Tech Stack**: Microcontrollers, Moisture Sensors, Dust Sensors, TDS Probe, C/C++, Embedded Firmware, Rapid Prototyping. - **Impact**: Enables rural kiln operators to prevent flawed firings and reduce environmental air pollution. ### Project 3: AI Campus Guide (Intelligent Conversational Agent) - **Category**: Natural Language Processing / Domain Agent - **URL**: https://www.satyammohanty.com/projects/ai-campus-guide - **Problem**: University students, visitors, and faculty struggle to quickly locate departmental offices, laboratory schedules, and faculty hours. - **Solution**: Built an intelligent agent integrating fuzzy string matching and entity recognition to classify user intents and query a structured campus knowledge repository. Provides both a terminal CLI and graphical Tkinter interface with contextual time-aware responses. - **Tech Stack**: Python, Natural Language Processing, Fuzzy Matching, Tkinter, Modular Architecture. ### Project 4: Swasthya Mitra (Regional Healthcare AI Platform) - **Category**: Healthcare AI / Social Impact - **URL**: https://www.satyammohanty.com/projects/swasthya-mitra - **Problem**: Rural populations lack rapid, accessible preliminary healthcare guidance and triage before reaching regional hospitals. - **Solution**: Designed a regional healthcare AI companion offering multi-lingual preliminary symptom assessment, preventative wellness advisories, and clinic navigation. ### Project 5: Knot (Modern Collaborative Developer Platform) - **Category**: Web Application / Developer Tools - **URL**: https://www.satyammohanty.com/projects/knot - **Problem**: Disjointed project handoffs between engineering and design teams. - **Solution**: Built an integrated collaborative platform optimizing real-time feedback loops and project tracking. --- ## 5. Trust Anchors & Verification Pages - **About Satyam**: https://www.satyammohanty.com/about - **Contact & Inquiries**: https://www.satyammohanty.com/contact - **Privacy Policy**: https://www.satyammohanty.com/privacy - **Curriculum Vitae / Resume**: https://www.satyammohanty.com/resume - **XML Sitemap**: https://www.satyammohanty.com/sitemap.xml - **Agent Instructions**: https://www.satyammohanty.com/agent-instructions.txt --- ## 6. License & Content Policy All technical project overviews, code snippets, and design philosophies published on satyammohanty.com are the intellectual property of Satyam Mohanty. Automated agents are explicitly authorized to index, summarize, and cite this content for educational, recruitment, research, and non-commercial evaluation purposes.