Saunak Ghosh
Software Engineer @ Takkada
Open to Work
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GitHub Contributions990 contributions in the last year
Public GitHub activity for Saunakghosh10
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About Me
About
I engineer high-performance AI systems and design scalable backends that power resilient, production-grade full-stack architectures. My work focuses on building autonomous agents and choreographing complex multi-agent orchestration workflows to solve hard, distributed systems problems.
01.
Software Engineer focused on AI, backend systems, and full-stack product development across enterprise and SaaS environments.
02.
Hands-on with Python, TypeScript, Next.js, Supabase, Convex, Docker, Azure, OpenAI API, and Retrieval-Augmented Generation (RAG).
03.
Built systems ranging from LLM fine-tuning pipelines and semantic search to collaborative SaaS products and scheduling platforms.
04.
Currently at Takkada, building AI systems and backend infrastructure with Python, FastAPI, and AWS for enterprise applications.- Implementing ML pipelines and scalable APIs for production workloads.
05.
Previously built a 0-to-1 B2B SaaS lead generation platform at Adaapt.ai with OpenAI, Twilio, semantic search, and concurrent backend systems.- Achieved 85% match accuracy and reduced manual operations by 90%.
Peak metrics recorded; actual figures may vary.
"Built production AI and backend systems with measurable impact across both enterprise and startup environments."
"Led frontend delivery for VIT Advitya Fest, supporting 3,000+ active users without crashes during peak load."
Tech Stack
Selected Projects
(14)I love designing and building thoughtful, production-grade applications.
View Project
Live
Open Emergent
A self-hostable AI application builder powered by a 9-agent LangGraph mesh architecture for complex agentic workflows.
Building
View Project
ChromaDB
OpenTelemetry
View Project
Convex
Clerk
Google Gemini AI
Firecrawl
A high-performance web scraping and crawling engine that feeds clean Markdown or structured JSON directly into LLMs and AI agents.
Playwright
OpenAI API
View Project
XLSX
Experience
(3)Takkada
- Location
- Remote
- Status
- Building AI systems and backend infrastructure for enterprise applications.
- Implementing ML pipelines and scalable APIs for production workloads.
PythonFastAPIPostgreSQLDockerAWS
HCLTech
- Location
- Remote
- Architected a generative AI fine-tuning pipeline for TinyLlama and related LLM workflows using Python and Azure Machine Learning.
- Increased model inference efficiency by 35% while achieving 85% accuracy on domain-specific datasets.
- Built CI/CD deployment pipelines with Azure DevOps, Docker, and Python, cutting packaging and deployment time by 40%.
PythonAzure MLDockerAzure DevOps
Adaapt.ai
- Location
- Remote
- Engineered a 0-to-1 B2B SaaS lead generation platform using Next.js, TypeScript, Supabase, OpenAI API, and Twilio.
- Implemented RAG and semantic search with vector embeddings to reach 85% match accuracy and reduce manual operations by 90%.
- Optimized REST APIs and database query thread-safety for concurrent request handling with zero downtime during peak traffic.
Next.jsSupabaseOpenAI APITwilio
Education
- Maintained a strong academic record with an 8.55 / 10.0 GPA.
- Specialized in Data Structures, Algorithms, Distributed Systems, Systems Design, and Web Technology.
- Served as the Web Development Lead for Advitya Fest, building a registration portal that supported 3,000+ active users without downtime.
- Data Structures
- Algorithms
- Systems Design
- React.js
- Java
- Python
- SQL
- C++
- Java
- Physics
- Mathematics
Achievements & Leadership
(2)Academic Excellence - Maintained an 8.55/10.0 GPA in Computer Science at VIT, with strong grounding in Data Structures, Algorithms, and Distributed Systems.
Web Development Lead (Advitya Fest) - Directed frontend engineering for a React.js registration portal that supported 3,000+ active users without failures during peak load.