Skills Experience Projects Achievements Contact
Available for opportunities

Debashish Mohapatra AI Engineer.

3 years building Agentic AI, GenAI pipelines, and LLM-based solutions on AWS. Specialising in RAG architectures, autonomous agent workflows, and production-grade MLOps.

🤖 rag.query()
⚡ agent.run()
🔗 llm.invoke()
ai_agent.py ● main Python LangChain 0.3
3
Years Building AI
~60%
Review Time Saved
~35%
Model Accuracy Gain
99.5%
Production Uptime
LangChainAWS BedrockAgentic AIRAG PipelinesHugging FaceVectorDBPythonLLM IntegrationPrompt EngineeringDockerMLOpsSageMakerFAISSClaude API LangChainAWS BedrockAgentic AIRAG PipelinesHugging FaceVectorDBPythonLLM IntegrationPrompt EngineeringDockerMLOpsSageMakerFAISSClaude API
01 —

Technical Skills

🤖
Agentic AI & GenAI
LangChainAgentic WorkflowsRAGPrompt EngineeringGPTClaudeOllama
🧠
AI / ML Frameworks
Hugging FaceTransformersFine-TuningBERT / GPTTransfer LearningPyTorch
☁️
Cloud & MLOps
AWS BedrockSageMakerLambda / EC2SQSDockerCI/CD
🗄️
Vector Databases
FAISSChromaRedisSemantic SearchEmbeddings
⚙️
Languages & Frameworks
PythonDjangoReactPHP / LaravelJavaScriptSQL
📊
AWS AI Services
TranscribeTextractComprehendSageMakerTableau
02 —

Experience

March 2025 — Present
Athrv Cloud Private Limited
Cloud AI Engineer
  • Built Agentic AI pipelines using LangChain and AWS Bedrock (Claude, GPT), cutting manual code review time by ~60% through autonomous vulnerability detection and auto-fix workflows.
  • Fine-tuned domain-specific LLMs with Hugging Face Transformers using transfer learning, improving model accuracy by ~35% over baseline on enterprise code static analysis benchmarks.
  • Designed and deployed RAG pipelines with FAISS/Chroma for context-aware agent decision-making, reducing irrelevant AI outputs by ~40%.
  • Architected serverless AWS infrastructure (SQS, EC2, Lambda, API Gateway) achieving ~99.5% uptime across production deployments.
  • Applied MLOps practices — model versioning, CI/CD, Docker — reducing deployment time by ~50%.
May 2024 — March 2025
Scriptx Technologies
Software Developer — AI & Transport Systems
  • Engineered AI-integrated features for a transport management system serving 500+ daily users, reducing manual dispatch errors by ~25%.
  • Translated 15+ business requirements into technical specs, achieving a 98% bug-free release rate across 4 production deployments.
  • Drove CI/CD and Git-based workflows cutting release cycle time by ~30% across a team of 8 engineers.
May 2023 — May 2024
Hyscaler
Junior Technical Programmer — AI Integration
  • Developed 3 AI models integrating AWS SageMaker, Transcribe, Textract & Comprehend — cutting document processing time by ~45%.
  • Built NLP pipelines for speech-to-text and document classification, improving accuracy to ~92% across 10,000+ clinical records.
  • Designed prompt interfaces enabling non-technical users to interact with LLM outputs, reducing support requests by ~20%.
03 —

Projects

01 / 04
Athrv AI & Cybersecurity Platform

AI-powered code analysis tools that identify security vulnerabilities and auto-fix issues. Includes a phishing detection system that crawls domains and flags threats via similarity analysis.

PythonReactAWS LambdaSQSLangChain
02 / 04
RedQueenIVF AI System

Clinical AI platform using AWS Textract, Transcribe, and SageMaker for document extraction, speech-to-text, and model training across 10,000+ clinical records at ~92% accuracy.

PostgreSQLLaravelTranscribeTextractComprehend
03 / 04
Transport & POS Management

Full-featured TMS with logistics, fleet planning, and route optimization for 500+ daily users. AI-integrated features reduced manual dispatch errors by ~25%.

MySQLPHPJavaScriptRoute Optimization
04 / 04
GMI — Cross-Platform App

Rebuilt mobile application with Python backend and React Native frontend. Fixed iOS stability issues, implemented API endpoints and full business logic layer.

PostgreSQLPythonReact NativeREST API
04 —

Achievements

🏆
NCIIPC AI Grand Challenge — Stage 1 Winner

National Cyber Security AI Challenge winner, Bhubaneswar. Recognised for building AI-driven cybersecurity solutions at national level.

🎓
College Topper — M.Sc. Data Science

Graduated top of class with a CGPA of 9.29/10 from Silicon Institute of Technology, Bhubaneswar (2021–2023).

🥈
State 2nd Rank — Maths Olympiad

Achieved 2nd rank at state level in the Mathematics Olympiad, Bhadrak — strong analytical foundations.

☁️
AWS Master Certification

AWS Master Certified with hands-on expertise across Bedrock, SageMaker, Lambda, EC2, SQS, Transcribe, Textract, and Comprehend.

Open to work

Let's Build
Something Great.

Open to full-time AI/ML engineering roles, freelance AI projects, and collaborations. Based in Bhubaneswar, India — working globally.