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Getting the shit done
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manishsencha/README.md

Hi πŸ‘‹, I'm Manish Sencha

Full-Stack Software Engineer | GenAI Systems & Cloud Infrastructure

Email GitHub LinkedIn StackOverflow


πŸš€ About Me

Full-stack Software Engineer with 2.5+ years of experience building scalable web applications, GenAI systems, and cloud infrastructure. I specialize in:

  • πŸ€– GenAI & Agentic Workflows - Designing RAG pipelines, LLM integrations, and AI-driven content automation
  • πŸ’° Cloud Infrastructure - Led AWS cost optimization achieving 80% infrastructure cost reduction (~$1.2M+)
  • System Architecture - Building distributed systems with focus on performance and scalability
  • πŸ“Š Full-Stack Development - End-to-end product delivery from design to production

πŸ’Ό Experience

Software Development Engineer β€” Tellect Networks (Oct 2023 – Present)

Zenith AI β€” Answer Engine Optimization Platform

  • Tech: Python, Next.js, LLMs, Agentic Workflows, SOV Tracking

Promethean Energy β€” AWS Cost Optimization & Microservices Refactor

  • Consolidated 85% of 200+ redundant microservices, achieving 80% AWS cost reduction
  • Improved system stability by 3Γ— with 70% fewer incidents and 80% faster MTTR
  • Delivered 5–10Γ— performance gains on key database queries
  • Tech: Python, Flask, AWS, PostgreSQL

Alphaexcel β€” Fulkrum AI (RAG Financial Analyst)

  • Single-handedly architected a RAG system for financial analysis with verifiable source citations
  • Built document processing pipelines supporting PDFs, Excel, and complex file types
  • Implemented hallucination detection and multi-step reasoning for improved accuracy
  • Tech: Express, React, PostgreSQL, Vector Databases, OpenAI/Gemini/Perplexity LLMs

πŸ› οΈ Technical Skills

Category Skills
Languages TypeScript, JavaScript, Python, Java, Perl
Frontend React, Next.js, Angular, Material UI, D3.js
Backend Express, Flask, Spring Boot, REST APIs
Databases PostgreSQL, MongoDB, Vector Databases
Cloud & DevOps AWS, Azure, GCP, Linux, Git, GitHub, Webpack, Apache, Nginx
GenAI & ML LLMs (OpenAI, Gemini, Perplexity), RAG Pipelines, Agentic Workflows, MCP

πŸŽ“ Education

Bachelor of Technology β€” Shri G. S. Institute of Technology and Science, Indore
2019 – 2023 | CGPA: 7.97


πŸ“Š GitHub Statistics

Top Languages

GitHub Stats


🎯 Key Highlights

βœ… 80% AWS cost reduction through intelligent microservices consolidation
βœ… Built production RAG system for AI-powered financial analysis
βœ… GenAI expertise in agentic workflows and LLM integrations
βœ… 3Γ— system stability improvement with 80% faster incident resolution
βœ… Full-stack execution from architecture design to production deployment


πŸ”— Connect with Me


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  1. codes codes Public

    C++ 1

  2. aakhripaste aakhripaste Public

    JavaScript

  3. my_shell_scripts my_shell_scripts Public

    Shell

  4. edudrive edudrive Public

    JavaScript 3

  5. spring-gateway-microservice-starter spring-gateway-microservice-starter Public

    Java

  6. angular-miniprojects angular-miniprojects Public

    TypeScript