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abduljalilmemon

Abdul Jalil

@abduljalilmemon

AI Agent and Backend Specialist FastAPI Redis ElasticSearch

Pakistan
Anglais, Ourdou
Certaines informations sont présentées en anglais.
À propos de moi
I am Abdul Jalil, a Senior Software Engineer with 4+ years in AI and backend development. I deliver production-ready solutions with: - AI agents using LangChain and NLP for automation and chatbots - Backend APIs with FastAPI, Flask, and Django for scalable services - ElasticSearch optimization for fast and intelligent search - Pipelines with RabbitMQ and Kafka for real-time processing - Redis, MongoDB, Neo4j for memory, caching, knowledge graphs - Deployment with Docker and Kubernetes for reliable scaling Clean, tested, secure, and scalable systems for fast results.... Plus d’infos

Compétences

a
abduljalilmemon
Abdul Jalil
hors ligne • 

Voir mes services

Intégrations IA
I will build an ai document QA assistant, llm evaluations, or a custom ai backend
De90 $US / projetPlus de détails
Automatisations et agents
I will build n8n workflow automation, API integrations, and ai agents
De80 $US / projetPlus de détails

Portfolio

Expérience professionnelle

Python Developer

Turing • Temps plein

Nov 2024 - Present • 1 yr 6 mos

• Designed and implemented large-scale LLM benchmarking pipelines to evaluate top-tier language models on programming, reasoning, and problem-solving tasks. • Developed robust test cases, ideal answers, and structured scoring rubrics to assess model accuracy, logical consistency, and reasoning depth across diverse technical domains. • Created adversarial prompts, edge cases, and failure paths to surface model weaknesses and identify behavioral gaps for future improvements. • Conducted detailed LLM evaluations (Evals), ranking model responses with clear technical rationales grounded in algorithms and system design fundamentals. • Contributed to SFT and RLHF workflows, improving dataset quality, reward modeling, and semantic alignment of model outputs in collaboration with research teams.

TechnoGenics

Temps plein • 3 yrs 3 mos

Senior Software Engineer Remote

Jul 2024 - Dec 2024 • 5 mos

• Led UI/UX improvements using Angular and TypeScript, achieving a 40% increase in user satisfaction for search functionality and workflow/subscription features (Cybersecurity). • Designed a structured ANTLR query interface, enhancing user search capabilities and query accuracy by 35%. • Implemented batch handling for processing up to 50,000 IOCs (Indicators of Compromise) per message using RabbitMQ and Redis locks, a 10x improvement from the previous 5,000 IOCs limit, increasing user processing capabilities and overall system scalability. • Managed a team of 6 developers, conducted PR reviews, and assigned tasks to ensure timely project delivery.

Software Engineer

Sep 2021 - Jul 2024 • 2 yrs 10 mos

• Spearheaded the development of a fully automated backend service that subscribed to triggers based on user-defined queries, employing FastAPI, ElasticSearch, RabbitMQ, and REST APIs. Resulting in a seamless and efficient system, users experienced a significant enhancement in receiving updates and notifications. • Built a Job Service using Flask and RabbitMQ for distributing 1,000+ tasks daily. Integrated MongoDB for real-time monitoring and cron jobs for scheduling, deployed on GCP, enhancing real-time tracking. • Engineered a robust reporting feature using MongoDB coupled with Redis caching to streamline data retrieval processes; enhanced analysis communication speed by 50% and improved overall system performance leading to quicker decision-making. • Achieved a 50x improvement in search query performance by implementing structured indexing in ElasticSearch. • Executed a feature in a case management system utilizing Django and GraphQL stack, facilitating the seamless approval and pending processing of cases. • Successfully synchronized incoming data from 20+ web crawlers through Kafka into a Neo4j DB, ensuring real-time data accuracy and accessibility.