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Ansarafsar/README.md

๐Ÿš€ Ansar Afsar

Building AI systems, agents, and workflows designed for real operations.

๐Ÿ‘จโ€๐Ÿ’ป AI systems engineer focused on deployable AI workflows, automation, and production-ready infrastructure for businesses that still run on messy processes and operational bottlenecks.

โšก Currently working as a Junior AI Developer at Webdura Technologies, building AI-backed marketing systems, automation workflows, and agent assistants for traditional industries.


๐ŸŒŒ About Me

I work at the seam between:

  • ๐Ÿค– AI systems
  • โš™๏ธ workflow automation
  • ๐Ÿง  product thinking
  • โ˜๏ธ infrastructure
  • ๐Ÿ“ˆ operational scalability

My focus is not just building models โ€” but building systems that survive production:

  • ๐ŸŒ multilingual inputs
  • โšก latency constraints
  • ๐Ÿšข deployment realities
  • ๐Ÿ”„ workflow integration
  • ๐Ÿ“Š operational scale

Iโ€™ve worked across:

  • ๐Ÿ—ฃ๏ธ NLP
  • ๐Ÿค– AI agents
  • ๐Ÿ”Ž retrieval systems
  • ๐Ÿ“ˆ forecasting
  • ๐Ÿ‘๏ธ computer vision
  • ๐Ÿ“Š business intelligence
  • โ˜๏ธ cloud-native AI deployments

โ€ฆand I care deeply about AI that actually fits into how businesses operate.


๐Ÿ”ญ Current Focus

  • ๐Ÿค– AI agents & orchestration
  • ๐Ÿ”Ž Retrieval-Augmented Generation (RAG)
  • โšก AI workflow automation
  • โ˜๏ธ Production AI infrastructure
  • ๐Ÿ› ๏ธ MLOps & cloud deployment
  • ๐Ÿข Business-facing AI systems
  • ๐Ÿš€ Rapid AI prototyping & experimentation

๐ŸŒ Connect

Portfolio LinkedIn GitHub X


๐Ÿ’ผ Experience

๐Ÿง  Junior AI Developer โ€” Webdura Technologies

๐Ÿ“… 2026 โ†’ Present

Building AI-backed marketing products and AI agent assistants for traditional businesses.

Highlights

  • โš™๏ธ Designing AI-assisted operational workflows
  • ๐Ÿงฉ Working closely with product ideation and business pain points
  • ๐Ÿ“ˆ Building scalable automation systems around AI primitives
  • ๐Ÿš€ Rapid R&D on deployable AI workflows

๐Ÿค– AI/ML Developer โ€” Teamup Consultants

๐Ÿ“… 2025

Built AI workflows and scalable cloud-native systems for recruitment operations across Gulf & Middle East markets.

Highlights

  • ๐Ÿง  Generative AI workflows
  • ๐Ÿ” Authentication-integrated AI systems
  • โšก Rapid AI prototyping pipelines

๐Ÿ›ก๏ธ AI Module Lead โ€” Tienext Corporation

๐Ÿ“… 2025

Owned NLP moderation infrastructure deployed on AWS.

Highlights

  • ๐ŸŒ Multilingual hate-speech detection
  • โšก Real-time moderation pipelines
  • ๐Ÿณ Dockerized inference systems
  • โ˜๏ธ Production-scale deployment workflows

๐Ÿ‘๏ธ AI Developer โ€” Zeex AI

๐Ÿ“… 2025

Worked on computer vision systems across:

  • ๐Ÿšจ theft detection
  • ๐Ÿšฆ traffic analysis
  • ๐Ÿ›ฐ๏ธ satellite imagery

Built few-shot learning pipelines using Vision Transformer backbones.


๐Ÿ“Š Team Manager ยท Content / Data โ€” Bookdio

๐Ÿ“… 2024 โ†’ 2025

Led AI-assisted content optimization workflows.

Highlights

  • ๐Ÿ“ˆ Scaled organic impressions from 2.43K โ†’ 477K
  • ๐Ÿง  Built analytics-driven operational processes
  • ๐Ÿค Managed AI-assisted content systems

๐Ÿ› ๏ธ Tech Stack

๐Ÿค– AI / ML

PyTorch TensorFlow Transformers LangChain Scikit-learn


โ˜๏ธ Infrastructure & DevOps

AWS Docker Nginx GitHub Actions


๐Ÿ“Š Data & BI

SQL Pandas Power BI Streamlit


๐Ÿ‘๏ธ Computer Vision

OpenCV YOLO CUDA


๐Ÿ”ง Backend & APIs

Python Flask REST API Webhooks


๐Ÿ“š Selected Case Studies

๐Ÿ›ก๏ธ Real-time Multilingual Moderation Pipeline

Production-ready moderation system for multilingual toxicity and hate-speech detection.

โš™๏ธ Stack

  • ๐Ÿ”ฅ PyTorch
  • ๐Ÿณ Docker
  • โ˜๏ธ AWS
  • ๐Ÿ“š NLTK
  • ๐Ÿง  Ensemble NLP models

๐Ÿš€ Highlights

  • โšก Real-time inference pipeline
  • ๐ŸŒ Multilingual handling
  • ๐Ÿ›ก๏ธ Fault-tolerant architecture
  • ๐Ÿ  Self-hosted inference stack
  • ๐Ÿ“ Retraining-ready logging workflows
  • ๐Ÿ”’ Privacy-first deployment approach

๐Ÿ’ฌ Natural Language Retail BI Assistant

Built a business intelligence assistant allowing retail operators to query warehouse data in natural language.

โš™๏ธ Stack

  • ๐Ÿง  Mistral-7B
  • ๐ŸŒถ๏ธ Flask
  • ๐Ÿ—„๏ธ SQL
  • โ˜๏ธ AWS

๐Ÿš€ Highlights

  • โšก Low-latency business querying
  • ๐Ÿ”Ž RAG-assisted retrieval
  • ๐Ÿ“ˆ Analyst-free operational insights

๐Ÿ“ˆ Forecasting Retail Revenue

Decision-support forecasting system for retail operations.

โš™๏ธ Stack

  • ๐Ÿงฎ TensorFlow
  • ๐Ÿ“ˆ LSTM
  • ๐ŸŽ›๏ธ Streamlit
  • ๐Ÿ“š Scikit-learn

๐Ÿš€ Highlights

  • ๐Ÿ“Š Seasonality-aware forecasting
  • ๐Ÿ“ˆ Interactive dashboarding
  • ๐Ÿงช Backtesting workflows

๐Ÿ‘๏ธ Few-shot Vision Pipeline

Generalized computer vision pipeline for low-data domains.

โš™๏ธ Stack

  • ๐Ÿ”ฅ PyTorch
  • ๐Ÿ‘๏ธ Vision Transformers
  • ๐ŸŽฏ Few-shot learning

๐Ÿš€ Highlights

  • ๐Ÿ›ฐ๏ธ Satellite imagery
  • ๐Ÿช Retail vision systems
  • โšก Low-label adaptation workflows

๐Ÿ’ก Philosophy

Iโ€™m interested in AI systems that:

  • โšก survive production
  • ๐Ÿข fit operational realities
  • ๐Ÿค– automate real workflows
  • ๐Ÿ”„ reduce friction inside businesses
  • ๐Ÿ“ˆ create leverage through infrastructure and intelligence

Benchmarks are useful.

Operational reliability matters more.


โšก Fun Facts

  • ๐Ÿšด Cycling clears my head better than debugging
  • ๐ŸŽฎ Strategy games are my favorite way to think through systems
  • ๐Ÿ“š Usually reading AI papers, infra blogs, or startup/operator essays
  • โ˜• Most ideas start from overthinking workflows that could be automated

๐Ÿ‘จโ€๐Ÿ’ป Engineer by role. Systems thinker by instinct.

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