
Ashik Mohan
@ashikmohan
I build production agentic AI, RAG, and intelligent document systems that automate enterprise workflows.
What I'm looking for
At Infosys, I build agentic AI, RAG, and intelligent document processing systems for enterprise workflows. My multi-agent RAG system using LangGraph and Azure OpenAI reduced manual sales proposal effort by 70%.
I’ve delivered NLP resume parsing for Infosys’s global careers platform, improving skill extraction accuracy by 80%. I also build MCP servers, MCP-enabled agents, LLMOps pipelines, and production AI microservices with FastAPI, Flask, Django, Kubernetes, and Jenkins.
My recent work includes Navi MCP framework, supporting data, policy, and transactional assistants used by more than 150,000 Infosys members. I also developed an agent-based SDLC framework that automated user stories, test cases, high-level design, and code generation, reducing developer effort by more than 70%.
Before Infosys, I worked at Pfactorial Technologies on computer vision, NLP, analytics, and deep learning products. I trained PyTorch and TensorFlow models for helmet detection, document QA, resume parsing, sentiment analysis, and document analysis systems.
Experience
Work history, roles, and key accomplishments
Implemented multi-agent RAG systems using LangGraph and Azure OpenAI, reducing manual sales proposal effort by 70%. Designed and deployed NLP-based resume parsing and enterprise-grade LLMOps pipelines.
Education
Degrees, certifications, and relevant coursework
Government Engineering College
Bachelor of Technology, Electrical and Electronics Engineering
2014 - 2018
Grade: 7.85/10
Pursued a Bachelor of Technology in Electrical and Electronics Engineering, achieving a CGPA of 7.85/10 with First Class honors.
Carmel CMI School
Senior Secondary (XII), General Studies
2013 - 2014
Grade: 94.2%
Completed Senior Secondary (XII) with a percentage of 94.2% and A1 grade.
Tech stack
Software and tools used professionally
Bokeh
Kubernetes
Azure Kubernetes Service
Jenkins
Jupyter
NumPy
Pandas
PySpark
PostgreSQL
MongoDB
Node.js
Django
Dist
Jira
JavaScript
TensorFlow
PyTorch
MLflow
Keras
Streamlit
Gradio
FastAPI
Grafana
Prometheus
SQLAlchemy
Heroku
Gemini
Elasticsearch
OAuth2
navi
SQL
Podman
LangChain
LlamaIndex
Ollama
AutoGen
Foundry
CrewAI
Haystack
Scale AI
LangServe
Agentic
LangFlow
LangGraph
Llama Stack
GraphRAG
Azure AI Foundry
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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