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Mohammed Youhana Sheriff
Senior Software Engineer
Edge-AI & LLM Systems
Summary
Senior Software Engineer — Edge-AI & LLM Systems. 5+ years building production-grade applications across mobile, web, and cloud. Specialized in edge AI (YOLO, LoRA fine-tuning, quantization, llama.cpp, MLX), LLM integrations (Claude, Gemini, OpenAI, local models), and RAG pipelines. Full-stack capability: Flutter, React, React Native, Next.js, Python, TypeScript. I deploy AI on constrained hardware and build the systems around it.
Contact Info
Location
Chennai, Tamil Nadu, India
youhanasheriff@gmail.com
Phone
+91 8124536684
Website
youhanasheriff.com
Technical Skills
AI/ML
LLMs (Claude, Gemini, OpenAI, OpenRouter, local), RAG, RAG Pipelines, Vector Search, Embeddings, LoRA/MLX Fine-tuning, Local AI / Fine-tuning, llama.cpp, ONNX, YOLO, ML Kit, Google Gemini, Claude, OpenRouter, Kimi (Moonshot AI), GLM 5 (Z.AI), Codex GPT, LLM Integration
Languages
TypeScript, Python, Dart, Rust, Kotlin, JavaScript
Frameworks
Next.js, React, React JS, React Native (Expo), Flutter, Node.js/NestJS/Fastify, Node Js, NestJS, Fastify, Express.js, Expo, Tailwind CSS, HTML, CSS, Sass, Redux, Zustand, API
Cloud/Infra
AWS, AWS Amplify, GCP, Google Cloud, Firebase, Docker, Kubernetes, Cloudflare, GitHub Actions, Stripe, Google Maps
Data
PostgreSQL, GraphQL
Tooling
Git, Jira, Sentry, Auth0, Storybook, Figma
Education
B.E. Electronics & Communication Engineering
MSCAS (Madras University) (2021)
Work Experience
Mako IT Lab
2024 – Present
Senior Software Engineer
Chennai - Full-Time
Lead development of cross-platform mobile & web applications for multinational clients
Key projects: Cubanin (social commerce with React Native Expo, Next.js, AWS Amplify), Echify (Flutter social commerce with Stripe Connect and video editing), RouteX (construction logistics with offline-first architecture, real-time GPS tracking, and route optimization)
Mentor junior developers and manage agile sprints
Sheriax Solutions
2023 – Present
Founder & Product Engineer
Chennai (Remote) - Full-Time
Built "Kizu" – AI-powered financial recovery app with Flutter, Firebase, ML Kit OCR, and Claude AI
Built "Drawink" – Local-first collaborative whiteboard with React, TypeScript, real-time sync
Built "Talky" – Language learning app with AI content moderation
Built edge AI solutions with MLX, LoRA fine-tuning, and llama.cpp
Managed cloud infrastructure (AWS, Firebase) and CI/CD with GitHub Actions
Rescript Welltech Private Limited
2023 – 2024
Software Engineer
Chennai (Hybrid) - Contract
Built Anyo, a stress management and wellness mobile app using Flutter
Implemented venting platform with real-time feeds, integrated AI chatbot for stress management
Developed a psychologist booking platform with focus on mental health features and user engagement
Mywam Sdn Bhd
2022 – 2023
Front-End Developer
Malaysia (Remote) - Full-Time
Developed and maintained front-end mobile and web applications
Built responsive user interfaces with modern JavaScript frameworks
Handled API integrations and ensured cross-browser compatibility
Francium Tech
2021 – 2022
Software Developer
Chennai - Full-Time
Developed and maintained cross-platform mobile applications using Flutter (Dart) and web applications with React.js, Next.js, and React Native
Integrated REST APIs and state management solutions
Collaborated with cross-functional teams using Git, Jira, and agile methodologies
SnowBirds
2020 – 2021
Web Developer
Chennai - Freelance
Designed and developed a calm-themed e-commerce landing page using HTML, CSS, and JavaScript
Showcased product offerings with a clean, user-friendly interface
Projects
pocket_ai - Offline Real-time Obstacle Detection Assistant
YOLO11 | ONNX | Edge AI | Computer Vision | Python
Offline obstacle-detection assistant: YOLO11 + depth + spatial reasoning → spoken guidance. Tuned for edge hardware.
SimpleMem - Lifelong Memory for LLM Agents
LLM | Agents | RAG | Vector Search | TypeScript
NPM: @sheriax/simplemem. Semantic compression + vector search for lifelong agent memory.
llm-rag - RAG over PDFs: Embeddings + Vector Search + Q&A
RAG | Embeddings | LLM | TypeScript
End-to-end RAG pipeline: PDF ingestion, embedding, vector search, and LLM-powered Q&A.
video-composer - AI Short-Form Video Pipeline
OpenAI | Whisper | GPT-4 Vision | Python
Automated TikTok/Shorts/Reels pipeline: TTS + Whisper transcription + GPT-4 Vision analysis.
Kizu - AI Financial Recovery Platform
Flutter | Firebase | Claude AI | ML Kit OCR
AI-powered financial healing app with receipt scanning (ML Kit OCR), Claude AI for transaction extraction, RAG pipeline for insights.
Chatiko AI - Personal AI Companion
Flutter | OpenAI | Google AI | Firebase
A personal virtual companion for people who need almost anything in text form. Live on Google Play. (Sold to Sheriax)
Talky - Language Learning with AI Moderation
Flutter | AI Moderation | Firebase
Language learning app with AI-powered content moderation.
Drawink - Collaborative Whiteboarding
React | TypeScript | WebSocket | Firebase | Jotai
Local-first collaborative whiteboarding tool with multi-board workspaces, real-time collaboration via WebSocket, cloud sync, and offline-first architecture
Cubanin - Social Commerce Network
React Native (Expo) | Next.js | AWS Amplify | Stripe
Cross-platform social commerce platform with messaging, e-commerce, and deep linking — Mako IT Lab
Echify - Social Commerce Mobile App
Flutter | Stripe Connect | AWS S3 | Firebase
Video-first social commerce app with multi-vendor marketplace and creator monetization — Mako IT Lab
RouteX - Construction Logistics Platform
React Native (Expo) | Next.js | Google Maps | WebSockets
Offline-first logistics platform with real-time GPS tracking and route optimization — Mako IT Lab
Nidaa & TNTJ Apps - Flutter & React Native Cross-Platform
Flutter | React Native | Expo | Firebase
Community and utility apps across Flutter, React Native, Expo, Firebase, and app-store publishing.
Languages
Tamil (Native)
English (Fluent)
Urdu (Fluent)
Hindi (Advanced)