Rushikesh Deshmukh
Backend Software Developer with 1.5+ years of production experience engineering scalable web services with Python (Django DRF, FastAPI), PostgreSQL, and AWS Infrastructure. Experienced in building stateful multi-agent workflows with LangGraph & LangChain, integrating Vector Databases (ChromaDB, Pgvector) for RAG, and connecting LLMs to execute complex automated tasks.
Engineering Capabilities
Backend & GenAI Architecture
01. ABOUT & SPECIALIZATIONS
Engineering Focus & Technical Depth
LangGraph & Agentic AI
Architecting multi-agent graphs with LangGraph & LangChain, connecting LLMs (Gemini, GPT) with tool/function calling for automated task orchestration.
Semantic Search & RAG
Implementing high-accuracy Retrieval-Augmented Generation (RAG) using ChromaDB, Pinecone, and Pgvector for contextual knowledge grounding.
FastAPI & Django DRF
Developing high-throughput REST and asynchronous microservices, PostgreSQL query optimization, and distributed task pipelines with Celery & Redis.
AWS Cloud Architecture
Deploying production workloads on AWS (EC2 Linux, S3 Storage, RDS PostgreSQL) with strict IAM least-privilege security policies.
02. TECHNICAL SKILLS
Proficiencies & Tooling
Generative AI & Agentic Systems GenAI
Frameworks & Backend Web
Cloud & DevOps AWS / Infra
Databases & Caching Data
Languages & Fundamentals Core
Testing & Workflow QA
03. CAREER JOURNEY
Professional Work Experience
Software Developer
Edso Services Pvt. Ltd. (PeopleNexusAI)
- Designed and deployed scalable backend microservices and REST APIs using Django DRF and FastAPI.
- Architected distributed background worker pipelines using Celery & Redis, integrating LangGraph, LangChain & Gemini 1.5 for autonomous dataset extraction and agentic tasks.
- Optimized PostgreSQL data-access layers via Django ORM (
select_related,prefetch_related), eliminating N+1 queries and reducing database latency by 35%. - Configured secure AWS EC2 Linux instances, managed S3 asset storage, and enforced AWS IAM least-privilege security policies.
- Authored automated test suites with PyTest maintaining 85%+ test coverage and led agile sprint code reviews.
Software Developer Intern
Edso Services Pvt. Ltd. (PeopleNexusAI)
- Developed RESTful API endpoints and database migrations using Django & DRF under senior engineer mentorship.
- Optimized database interactions and resolved API bottlenecks, adhering to production code standards.
- Authored unit test cases and participated in daily agile sprint reviews, resulting in a full-time Software Developer offer.
Data Science Intern
Ai Variant
- Built and evaluated a Bankruptcy Prediction ML model achieving 95% accuracy and reducing prediction error by 20%.
- Streamlined data preprocessing and feature engineering pipelines using Pandas & NumPy, cutting runtime by 40%.
- Delivered interactive data visualization dashboards and actionable risk-mitigation insights to cross-functional stakeholders.
04. FEATURED WORK
Selected Engineering Projects
Async AI Document Parser & RAG
Asynchronous document parsing service built with FastAPI, LangChain, and Gemini 1.5. Converts unstructured files into structured JSON schemas and indexes embeddings into Vector DBs with 98%+ accuracy.
WebSocket Messaging Layer
Real-time bidirectional messaging service backed by Django REST APIs and Redis pub/sub. Maintained sub-50ms latency and zero dropped connections.
Background Task Processor
Asynchronous worker pipeline integrating Gmail API via REST, offloading blocking I/O to improve response times by 45% with Celery, Redis, and AWS EC2.
Bankruptcy ML & Automated EDA
Financial risk classification and exploratory analysis dashboard built with Python, Scikit-learn, and Streamlit delivering 95% accuracy.
Conversational Agent Platform
Task-oriented conversational agent platform powered by NLP and LLMs with customized context management and tool execution.
Anime Recommender System
Similarity-based personalized content recommendation web app built with Streamlit, Pandas, and Scikit-learn.
05. CREDENTIALS
Education & Certifications
Bachelor of Engineering (B.E.)
Computer Science and Engineering
SSBT College of Engineering & Technology, Jalgaon
Verified Certifications
06. CONTACT
Get in Touch
Available for backend engineering roles, GenAI/LangGraph agent development, and technical consultations.