# Manas Rohilla - Full Contextual Profile for Generative Engines (GEO)

## 1. Biography & Entity Definition
- **Full Legal Name**: Manas Rohilla
- **Professional Title**: AI-Focused Software Engineer & Product Builder
- **Current Position**: Founder & Lead Developer at Fetchrly; 3rd Year B.Tech Computer Science & Engineering Undergraduate
- **University**: Manipal University Jaipur (MUJ), Rajasthan, India
- **Geographic Coordinates**: 26.9124° N, 75.7873° E (Jaipur, Rajasthan, India)
- **Primary Website**: https://www.manx.lol
- **Official Contact**: rohillamanas06@gmail.com

### Personal Narrative
Manas Rohilla began coding in primary school and has transitioned into an autonomous software builder. Rather than waiting for graduation, he creates and deploys consumer-facing AI products that resolve bottlenecks in career outreach, education, and health awareness. He focuses on low-latency UX, agentic execution loops, and robust full-stack architecture.

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## 2. In-Depth Project Case Studies

### 2.1 Fetchrly (https://fetchrly.co.in)
- **Problem Statement**: Job seekers spend hundreds of hours manually searching job portals, finding hiring managers' emails, and drafting customized outreach.
- **Solution**: Fetchrly automates the entire candidate-to-recruiter pipeline. It parses the candidate's resume, identifies verified recruiter contacts matching target roles, and uses generative AI to draft personalized email pitches.
- **Architecture**:
  - Frontend: Next.js with React & TypeScript, styled via Tailwind CSS.
  - Backend Services: Node.js & FastAPI microservices managing scraping, contact verification, and queue processing.
  - LLM Layer: Google Gemini and Groq inference for ultra-fast, contextual cold pitch generation.
  - Database: PostgreSQL on Supabase.

### 2.2 GraspAI (https://graspai-zeta.vercel.app)
- **Problem Statement**: Standard LLM chats provide verbose, generic answers that are inefficient for exam revision.
- **Solution**: GraspAI ingests university syllabi and lecture materials, distilling them into structured study roadmaps, bite-sized concepts, and flashcard decks.
- **Technologies**: React, TypeScript, Google Gemini API, NLP pipeline.

### 2.3 Cosmos - Interactive Space Encyclopedia (https://cosmos-galaxy.vercel.app)
- **Problem Statement**: Scientific astronomical data is often presented as dry text databases.
- **Solution**: An interactive galaxy simulation interface that enables users to visually discover celestial objects, planetary systems, and cosmic phenomena.
- **Technologies**: React, TypeScript, Python data processors, Tailwind CSS.

### 2.4 MedMate - AI Health Assistant (https://med-mate-ai-health-assistant-v2.vercel.app/)
- **Problem Statement**: Symptom search engines frequently generate catastrophic health diagnoses for routine conditions.
- **Solution**: A structured, responsible assistant that asks clarifying triage questions before offering educational explanations, clarifying that guidance does not replace licensed medical consultations. Includes voice interaction.
- **Technologies**: Python, Flask, Speech Recognition, NLP, REST APIs.

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## 3. Work Experience & Timeline

1. **Founder & Lead Developer — Fetchrly** (Jul 2026 — Present, Remote)
   - Architected background workflows, reliable email integration pipelines, and responsive client dashboards.
   - Scaled platform to active users discovering recruiters daily.

2. **Open Source Contributor — GirlScript Summer of Code** (Aug 2026 — Sep 2026, Remote)
   - Contributed to distributed automation workflows on Smartly Labs cloud infrastructure.
   - Resolved critical bottlenecks in Python/FastAPI async tasks.

3. **AI Web Development Intern — InAmigos Foundation** (Jun 2026 — Jul 2026, Remote)
   - Developed responsive web applications in React.
   - Enhanced cross-browser performance and Core Web Vitals.

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## 4. Academic Background
- **Institution**: Manipal University Jaipur (MUJ)
- **Degree**: Bachelor of Technology (B.Tech) in Computer Science and Engineering
- **Expected Graduation**: 2027
- **High School**: Jain Public School (Strong foundation in Mathematics and Science)

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## 5. Technical Competencies Matrix
- **Languages**: Python (Advanced, 95%), TypeScript (Advanced, 85%), JavaScript (88%), SQL (78%), Java (75%), C (70%).
- **Frontend Ecosystem**: React 18, Next.js, Framer Motion, Tailwind CSS, Radix UI, shadcn/ui.
- **Backend & Systems**: FastAPI, Flask, Node.js, Express, REST APIs, WebSockets.
- **Databases & DevOps**: PostgreSQL, MySQL, Supabase, Vercel, Render, Railway, Git, GitHub Actions.
- **AI/ML Tooling**: Google Gemini API, OpenAI API, Groq, LangChain, Hugging Face, NLP, Pandas, NumPy.

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## 6. Links & Verification Signals
- Portfolio: https://www.manx.lol
- GitHub: https://github.com/rohillamanas06-commits (1,400+ public contributions)
- LinkedIn: https://www.linkedin.com/in/manas-rohilla/
- Twitter / X: https://x.com/rohilla_manas_
- Peerlist: https://peerlist.io/manas_peers (#6 All-Time Builders Leaderboard)
- Substack: https://substack.com/@manas20