App LogoApp name
JJ

Jacon Joshy

Open to work3 years experience

AI/ML Engineer

Bangalore, IndiaTarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

AI/ML Engineer | Agentic AI Developer | SaaS Architect | Blockchain & Web3 Developer

GitHubLinkedIn
Resume
Email

Standing Rank

Rank Not Available

Developer Badges

Badges Pending

Skills & Technologies

33 skills
pythonfastapireact.jsnext.jstypescriptpostgresqlmongodbopenai agents sdklangchainlanggraphrag pipelinespytorchtensorflowscikit-learndockerterraformawsazuresolidityneo4jqdrantchromadbnextjsERC-721Multi-agent orchestrationOpenAI Agents SDKLangChainLangGraphPrompt engineeringREST APIsMongoDBTerraFormMulti-agent orchestration, OpenAI Agents SDK, LangChain, LangGraph, RAG pipelines, Prompt engineering, SBERT, FAISS, ChromaDB, Qdrant, Scikit-learn, PyTorch, TensorFlow, XGBoost, LSTM, ResNet-50, LoRA fine-tuning, NLP, Image processing, Feature engineering, MERN Stack, MongoDB, Express.js, React.js, Node.js, Next.js 14/15, TypeScript, TailwindCSS, Framer Motion, Radix UI, Vite, pytest, Python, FastAPI, Flask, Celery, RQ, asyncio, Pydantic, REST APIs, WebSockets, JWT, OAuth2, Azure Key Vault, Azure Document Intelligence, PostgreSQL, SQL, Alembic, Neo4j, Cypher, FastRP, MongoDB Atlas, Redis, Supabase, Streamlit, Postman, Git, Docker, GitHub Actions, Terraform, Vercel, Heroku, Beam Cloud, AWS S3, AWS EC2, AWS Lambda, Azure Blob, Azure Container Apps, ETL pipelines, Kafka, Web scraping, Pandas, NumPy, Power BI, Prometheus, Grafana, Sentry, OpenTelemetry, PostHog, LangSmith, MLflow, Weights & Biases, Solidity, Ethereum, EVM, Hardhat, Slither, ERC-20, ERC-721

Work Experience

AI Engineer & Full Stack Developer

Quanterra Ltd

Oct 2025 - Present Bangalore, India
  • Built multi-agent AI systems with specialized agents for query routing, filter extraction, query generation, and semantic search.
  • Designed hybrid search pipelines combining graph and vector search with custom reranking and confidence-weighted scoring.
  • Engineered production FastAPI backends with async task processing, parallel background workers, and NoSQL data layers.
  • Built RAG-powered knowledge management features for semantic search over user-uploaded documents.
  • Led a full-stack website redesign using Next.js 14 with animations, accessible UI components, structured SEO, and auto-generated sitemaps.
  • Built no-code workflow automation enabling users to define and execute multi-step AI-driven pipelines.

Independent AI & Software Development

Freelance & Professional Upskilling

Jan 2025 - Oct 2025 Remote
  • Developed and deployed AI-powered applications and automation tools for freelance clients.
  • Implemented machine learning models using Python and TensorFlow for predictive analytics.
  • Researched and deployed advanced AI systems including vector databases, RAG pipelines, and semantic search.

Project Scientist I

NIMHANS

May 2023 - Oct 2024 Bangalore
  • Promoted from JRF to Project Scientist I within 6 months; designed data collection protocols improving neurobiological data accuracy by 20%.
  • Built computational pipelines using AMBER, GROMACS, and MAESTRO for molecular simulation and ligand design.
  • Applied statistical modeling to identify 3 novel biomarkers, improving clinical reliability and enhancing data interpretation by 30%.

Academic Specialist

Think & Learn (BYJUS) Pvt Ltd

Jul 2021 - Sep 2022 Bangalore, Karnataka
  • Conducted engaging biology, chemistry, and mathematics, Python and programming lessons for grades 9-12.
  • Directed performance evaluations for 100+ students, delivering targeted feedback that elevated engagement.

Projects

ZyncRuit – Agentic Resume Intelligence System

View Project
FastAPISupabaseNext.js
  • Embedding-based resume-job matching with agentic reranking, recruiter feedback calibration, and SHAP-style explainable AI summaries.
  • Built with FastAPI, Supabase, and Next.js.

HeyGlyph – Agentic Prompt Optimization Suite

View Project
FastAPIGPT-4oClaude
  • Features PromptShield: injection detection, hallucination alerts, and safety-grade filters.
  • API-first backend with FastAPI, deployed on Railway.

TwelveC – ESG Carbon Forecast Engine

LLMSHAP
  • SaaS platform for emission prediction with LLM-powered ESG recommendations, SHAP-based explainability, and carbon forecasting dashboards.

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

Pneumonia Detection Model Performance

High-recall diagnostic model trained on PneumoniaMNIST (97.2% recall, 94.4% F1).

Promotion and Research Efficiency at NIMHANS

Promoted from JRF to Project Scientist I within 6 months; designed data collection protocols improving neurobiological data accuracy by 20%.

Biomarker Identification at NIMHANS

Applied statistical modeling to identify 3 novel biomarkers, improving clinical reliability and enhancing data interpretation by 30%.

About Details

Professional Bio

Senior AI/ML Engineer and Full-Stack Systems Developer specializing in agentic AI, intelligent SaaS platforms, and production-grade distributed architectures. Experienced in end-to-end delivery from system design and cloud deployment to monitoring.

Master of Science in Biotechnology

Christ University - Bengaluru, India (2018 - 2020)

Bachelor of Science in Biotechnology

Sree Sankara College - Kalady, India (2015 - 2018)

Languages: English, Hindi
Email: Locked