Shikhar Pandey
Open to work1 years experienceAI Engineer
AI Engineer specializing in production agentic and RAG systems.
Standing Rank
Rank Not Available
Developer Badges
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Skills & Technologies
17 skillsWork Experience
AI Engineer (Trainee Engineer)
KLOUDGIN SAAS PVT LTD
- Architect a custom framework to execute agentic workflows, enabling advanced reasoning pipelines with dynamic tool-calling, memory persistence, and conditional branching; develop end-to-end RAG conversational AI solutions seamlessly integrating Pinecone vector databases and LLM APIs for real-time inference.
- Architected and deployed an intelligent ticket assistance agent analyzing historical records and enterprise sources, accelerating mean time to resolution (MTTR) by up to 2x.
- Engineered automated ETL pipelines (FastAPI, AWS/GCP: Bedrock, EC2, Lambda, S3, SageMaker) to ingest and quantize unstructured data into a self-hosted, S3-backed vector store, cutting memory footprint and search latency by approximately 200ms.
- Built a RAGAS-evaluated chat assistant automating FAQ/policy responses and predictive ML model for location-based risk assessment, reducing risk of digging in a specified location.
- Processed 500,000 documents for multiple entities, adapting vector dimensions; built AI automation tools using RAG pipelines to generate structured documentation and HTML reports from enterprise sources, reducing manual reporting time by 80%.
Projects
Autocode - Multi-Agent TDD System
- Architected an autonomous coding ecosystem featuring 5 specialized agents collaborating via a LangGraph supervisor to generate Python features end-to-end; championed TDD by deploying a specialized Tester agent to write comprehensive pytest cases executing validation in a sandboxed Docker container with self-healing retries.
Road Extraction Using FCN
- Trained a Fully Convolutional Network (FCN) on satellite imagery for automated road network extraction, managing the end-to-end data preprocessing, model training, and inference pipeline.
- Evaluated performance using IoU and pixel accuracy; applied data augmentation to minimize overfitting, and built an OpenCV/NumPy preprocessing pipeline for high-res imagery.
ExploreIt - Full-Stack Social Places App
- Developed a robust full-stack social application featuring JWT authentication, RESTful APIs, and geolocation services to facilitate the seamless sharing of location-based content and media.
- Integrated geolocation APIs with MongoDB aggregation pipelines for spatial querying, and optimized state management via Redux for responsive media handling.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Document Processing Efficiency
Processed 500,000 documents for multiple entities, reducing manual reporting time by 80%.
MTTR Improvement
Accelerated mean time to resolution (MTTR) by up to 2x for intelligent ticket assistance agent.
ETL Pipeline Optimization
Cut memory footprint and search latency by approximately 200ms for ETL pipelines.
About Details
Professional Bio
AI Engineer who has shipped production agentic and RAG systems. Experienced in multi-agent LangGraph pipelines, Pinecone-backed retrieval, and LLMOps deployments on AWS/GCP. Comfortable owning a system end-to-end, from architecture through FastAPI deployment and RAGAS-based evaluation.
B.Tech. Computer Science & Engineering
VIT University, Chennai (2021 - 2025)
Class 12th & 10th (CBSE)
St. Joseph’s Co-Ed, Bhopal ( - 2021)