Kunal Kishor

AI Researcher

New Delhi, Delhi, India5 yrs experience
AI EnabledAI ML Practitioner

Key Highlights

  • 5+ years of experience in AI/ML and Cloud Engineering.
  • Expert in building scalable AI solutions using AWS and Azure.
  • Proficient in end-to-end ML lifecycle management.
Stackforce AI infers this person is a skilled AI/ML Engineer with strong cloud infrastructure expertise.

Contact

Skills

Core Skills

Machine LearningGenerative AiCloud InfrastructureNetwork OperationsTechnical Support

Other Skills

PythonPyTorchHugging Face TransformersLangChainLangGraphChromaDBAWS S3LangSmithGPT-4embeddingsAWSTerraformAnsibleCloudWatchBash

About

Hi, I'm Kunal Kishor, an AI/ML & Cloud Engineer with 5+ years of experience and hands-on experience across the full ML lifecycle—data manipulation, preprocessing, model building, evaluation, deployment, and ongoing monitoring. I design and automate end-to-end AI systems using AWS/Azure, LangChain, LangGraph, and LlamaIndex, with strong expertise in RAG pipelines, vector databases, and scalable cloud architectures. With a solid foundation in Python, Docker, Kubernetes, Terraform, and CI/CD, I build production-ready, reliable, and cost-efficient AI solutions that integrate seamlessly into enterprise environments. Key Expertise: 💡 Core Technical Skills 💻 Programming & Scripting: Python | PowerShell | Bash 📝 Data Manipulation: Numpy | Pandas | NLP 🧠 GenAI & LLM Ecosystem: OpenAI | Anthropic | LLaMA | LangChain | LangGraph | LlamaIndex | Scikit learn | Machine Learning | SageMaker | Amazon Bedrock 🗂️ Vector Databases: Pinecone | ChromaDB | FAISS ☁️ Cloud Platforms: Amazon Web Services (AWS) | Microsoft Azure ⚙️ Infrastructure as Code (IaC) & Automation: Terraform | Ansible | AWS lambda 🔁 CI/CD & DevOps Tools: Jenkins | Argo CD | Docker | Kubernetes 📊 Monitoring & Observability: AWS CloudWatch | ML flow | langfuse 🌐 Networking & Security: VPC | Security Groups | VPN 🔐 Version Control & SCM: GitHub | AWS CodeCommit | DVC 📝 IDE: Vs Code | Jupyter | Colab I'm committed to continuous improvement, and I'm always eager to learn and explore new technologies that drive innovation. Let's connect! Feel free to DM me here

Experience

5 yrs
Total Experience
1 yr 8 mos
Average Tenure
--
Current Experience

It by design

AI/ML Engineer

Jul 2024Dec 2025 · 1 yr 5 mos · Noida, Uttar Pradesh, India

  • Designed, trained, and deployed ML & LLM models using Python, PyTorch, Hugging Face Transformers, and LangChain Agent + LangGraph pipelines.
  • Built and fine‑tuned Generative AI applications using GPT‑4, LangChain, embeddings, and custom pipelines.
  • Implemented RAG pipelines using ChromaDB + AWS S3 for context‑aware enterprise chatbots.
  • Implemented observability and tracing for LLM applications using LangSmith.
  • Integrated LangFuse for LLM analytics, cost tracking, latency monitoring, and automaticevaluation of RAG responses.
  • Worked with MCP (Model Context Protocol) tools to integrate external tools/APIs into LLM agents securely and modularly.
  • Collaborated with cross‑functional teams to define AI requirements and deliver enterprise automation solutions
PythonPyTorchHugging Face TransformersLangChainLangGraphChromaDB+4

Tech mahindra

Technical Support Engineer

Aug 2023Jun 2024 · 10 mos · On-site

  • Provisioned and managed AWS infrastructure (EC2, S3, IAM, VPC) to ensure scalable, secure, and reliable cloud environments for production applications using Terraform.
  • Automated configuration management and software deployments across multiple environments using Ansible, significantly reducing manual intervention and improving consistency across infrastructure.
  • Designed and implemented secure VPC architectures with public and private subnets, security groups, and NACLs, ensuring robust security and network isolation for critical cloud-based applications.
  • Integrated AWS Identity and Access Management (IAM) roles and policies to enforce granular access control and improve cloud security across various services.
  • Utilized AWS CloudWatch and CloudTrail for real-time monitoring and log management, setting up •automated alerts and responses to minimize downtime and prevent system failures.
  • Developed custom scripts in Bash to automate recurring tasks such as instance health checks, patching, and cost optimization, contributing to a reduction in operational costs.
  • Created and maintained a shared knowledge base for cloud architecture and automation, ensuring that teams could access up-to-date documentation, reducing onboarding time for new hires.
  • Provided detailed documentation for infrastructure, automation scripts, and monitoring setups to ensure smooth handover and scalability for future team members.
AWSTerraformAnsibleCloudWatchBashCloud Infrastructure

Edge telecom pvt. ltd.

2 roles

Network Operations Center Engineer

Promoted

Mar 2021Jul 2023 · 2 yrs 4 mos · India · On-site

  • Handled Server Management including Active Directory.
  • Monitor and secure networks, implementing security protocols and access controls.
  • Manage user accounts, permissions, and roles securing policies using GPO.
  • Ensure timely backups and implement disaster recovery procedures.
  • Implemented a virtualization strategy that allowed multiple applications and operating systems to run on a single server, resulting in improved hardware utilization and cost savings.
  • Performed routine maintenance tasks, such as patch management for desktops and servers and software updates, to ensure system reliability and security.
  • Document all incidents, resolutions, and procedures followed in our ticket system, ensuring accurate and up-to-date records.
Active DirectoryNetwork SecurityBackup SolutionsNetwork Operations

Technical Support Engineer

Sep 2019Feb 2020 · 5 mos · India · On-site

  • Overseen Microsoft 365 environment, handling user accounts, licensing, email, and security configurations.
  • Collaborate with team members and assist end-users with a focus on customer service.
  • Provide technical support to end-users via phone, email, and live chat, addressing hardware, software, and network access issues.
  • Maintained tools and equipment, parts inventory and library of machine manuals.
Microsoft 365Technical SupportNetworking

Astric group of companies

coordinator and upcoming speaker

Jun 2017Jul 2017 · 1 mo · Patna, Bihar, India

  • A great coordinator and an upcoming speaker who coordinated and assisted the KYP trainees for organising International Youth skills day event and Cheif Minister's awards distribution ceremony.

Education

Gandhi Engineering College (GEC), Bhubaneswar

BTech - Bachelor of Technology — cse

Jan 2015Jan 2019

Astric computing training school

Core java and object oriented concepts — Computer and Information Sciences and Support Services

Jan 2017Jan 2017

DAV Public school,khagaul

Intermediate — Mathematics and Computer Science

Jan 2013Jan 2015

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