Ishu Katiyar
Open to work0 years experienceAI / ML Engineer
GenAI / ML Engineer building production AI systems.
Standing Rank
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Developer Badges
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Skills & Technologies
27 skillsWork Experience
ML/AI Engineer
Grazitti Interactive
- Built a personalized content-generation system achieving 95% author-voice accuracy, reducing manual editing effort and accelerating blog and article production workflows.
- Developed a browser-secured MCP orchestration platform connecting 5 MCP servers, including 3 custom-built servers, enabling unified access across enterprise tools while keeping credentials isolated on the client side.
- Designed sensitive-token masking and task-specific agent execution workflows to improve response safety and reliability across multi-tool AI systems.
- Worked across frontend and backend systems to deliver production-oriented AI workflows with dynamic access and improved usability for internal teams.
Software Engineer Intern
Atul Pvt. Ltd.
- Preprocessed inventory data, created train/test splits, and supported model training for a stock movement predictor that achieved 85% accuracy.
- Cleaned and structured data workflows to make the prototype easier to train, evaluate, and hand over.
Projects
AdhikarAI|Legal Intelligence Platform
- Built and deployed a bilingual Hindi-English legal AI platform using Next.js, FastAPI, LangChain, Supabase pgvector, Groq, and Cohere embeddings.
- Designed a hybrid retrieval pipeline combining vector search, full-text search, reranking, multilingual retrieval, and metadata-driven citations to improve answer grounding and transparency.
- Implemented fallback workflows for weak retrieval scenarios, ensuring users receive grounded responses or guided follow-up prompts instead of failed interactions.
Algerian Forest Fire|FWI Predictor
- Built a regression pipeline on Algerian meteorological data to predict the Fire Weather Index.
- Compared Linear, Lasso, and Ridge regression models and selected Ridge after systematic evaluation.
- Achieved R 2 = 0.98 and MAE = 0.55, then deployed the model as a live web service.
Leaderboard Standings
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Assessment Highlights
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AI Collaboration Score
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Role Compatibility Profile
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Achievements
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About Details
Professional Bio
GenAI / ML Engineer building production AI systems across LLMs, RAG, agentic workflows, and computer vision. Experienced in developing AI applications, retrieval systems, MCP orchestration platforms, and end-to-end ML solutions from data processing to deployment.
B.Tech in Computer Science Engineering
Punjab Technical University (2022 - 2026)