GitHubMy GitHubLinkedInMy LinkedInDownload ResumeDownload Resume

Aman Kumar Senior AI & Full-Stack Engineer

Aman Kumar mobile hero

• Senior AI & Full-Stack Engineer with 3+ years of experience building enterprise-scale systems
• Expertise in Angular, Python (Django, FastAPI, Flask), SQL, and cloud-native architectures
• Designed and delivered 50+ production-ready APIs and optimized database procedures
• Hands-on with Large Language Models, Generative AI, and prompt-engineered solutions
• Experience across Azure AI, Vertex AI, Gemini, OpenAI, Hugging Face, AWS & GCP

Aman Kumar desktop hero

About Me

I am a Senior AI & Full-Stack Engineer with over 3 years of experience building enterprise-scale, production-ready applications across frontend, backend, cloud, and AI systems.

I currently work at Coforge, where I design and deliver AI-powered platforms using Angular for frontend, Django & FastAPI for backend services, SQL Server for data processing, and Azure AI & Vertex AI for integrating Large Language Models into real-world business workflows. I have successfully built and integrated 50+ APIs and an equivalent number of optimized stored procedures, ensuring high performance, scalability, and reliability.

Previously at HCL Technologies, I focused on Generative AI and Data Science, where I worked on resume classification and ranking systems using Gemini LLMs, built fine-tuned chatbots, and implemented prompt-engineered AI solutions.

Across my journey, I have consistently applied SOLID principles, clean architecture, and system-level optimizations to reduce development timelines, improve maintainability, and enhance system performance.

3+

Years Experience

50+

APIs Built

AI & Cloud

Focused
About Aman Kumar

Skills & Expertise

Frontend Engineering

  • Angular (Standalone, Performance Optimized)
  • TypeScript, JavaScript
  • HTML5, SCSS, Responsive UI
  • Glassmorphic & Modern UI Design
  • Chart.js, UI Performance Tuning

Backend & APIs

  • Python (Django, FastAPI, Flask)
  • REST API Design & Integration
  • SQL Server, PostgreSQL
  • CTEs, Indexing, Query Optimization
  • Authentication, OAuth2, Secure APIs

AI, ML & Generative AI

  • Large Language Models (LLMs)
  • Prompt Engineering & Token Optimization
  • Azure AI, Vertex AI, Gemini, OpenAI
  • Hugging Face, LangChain, AutoGen
  • ML (Supervised, Unsupervised, DL)

Cloud, Data & Architecture

  • AWS, GCP, Azure
  • CI/CD Pipelines & MLOps
  • SOLID Principles & LLD Patterns
  • Vector Databases & AI Pipelines
  • Scalable System Design

Experience

Senior Developer – Artificial Intelligence

Coforge · Pune2024 – Present
  • Designed and delivered enterprise-scale AI-powered platforms using Angular, Django, FastAPI, SQL Server, and Azure AI.
  • Built and integrated 50+ REST APIs and optimized stored procedures, improving system performance and scalability.
  • Accelerated development timelines by 40–50% through optimized architecture, lazy loading, and SOLID principles.
  • Implemented LLM-based solutions using Azure AI, Vertex AI, Gemini, OpenAI, and Hugging Face models.
  • Developed AI-driven PoCs including banking chatbots, TaxGPT, and HealthSense AI.

Software Engineer – Data Science

HCL Technologies · Pune2022 – 2024
  • Developed an LLM-based resume classification and ranking system using Gemini 1.5 and prompt engineering techniques.
  • Built fine-tuned chatbots using OpenAI APIs with context-aware prompting and optimized token usage.
  • Gained hands-on experience in machine learning, data science, and generative AI through multiple real-world projects.
  • Delivered documented training sessions and PoCs, contributing to organization-wide AI upskilling initiatives.

Projects

RASA – AI Powered Analytics Platform

Enterprise-grade analytics platform integrating Large Language Models for intelligent insights, real-time dashboards, and high-throughput data processing.

  • Worked as a Full-Stack Developer on an AI-driven analytics platform.
  • Designed and implemented 50+ REST APIs using Django & FastAPI.
  • Optimized SQL Server queries using CTEs, indexing, and subqueries.
  • Built dynamic dashboards using Chart.js for business stakeholders.
  • Integrated LLMs with prompt engineering and token optimization.
AngularFastAPIDjangoSQL ServerAzure AILLMs

HealthSense AI

AI-powered healthcare assistant that analyzes medical reports and provides easy-to-understand insights and chatbot-based guidance.

  • Developed full-stack architecture using Angular and Django.
  • Implemented AI-based health report summarization using Azure AI.
  • Built a symptom analysis chatbot using Microsoft health services.
  • Integrated Google Fit APIs to visualize activity data using Chart.js.
AngularDjangoAzure AIGoogle Fit APIChart.js

Resume Classification & Ranking – Gemini LLM

LLM-based system to automatically classify and rank resumes against job descriptions using prompt-engineered workflows.

  • Built an LLM-powered resume classification and ranking pipeline.
  • Used Gemini Flash 1.5 with prompt engineering for explainable ranking.
  • Extracted structured data from resumes and job descriptions.
  • Created a documented Jupyter-based pipeline for maintainability.
PythonGemini 1.5Prompt EngineeringGCPJupyter Notebook

Education

Bachelor of Technology – Electronics & Communication Engineering

Government Engineering College, Vaishali 2018 – 2022
  • Graduated with a CGPA of 8.39, demonstrating strong academic consistency.
  • Qualified GATE 2022 in Electronics & Communication Engineering (ECE).
  • Built a strong foundation in core engineering, problem-solving, and system thinking.

Contact

Want to collaborate, discuss an opportunity, or just say hello? My inbox is always open.

or